diff --git a/applications/lofar2/model/pfb_os/README.txt b/applications/lofar2/model/pfb_os/README.txt index 2dc39328c1b7bc3b93fb676e66831f753bd00d6d..9bef4dcda4bfb7c2309c71953ac9c1becae47924 100644 --- a/applications/lofar2/model/pfb_os/README.txt +++ b/applications/lofar2/model/pfb_os/README.txt @@ -27,7 +27,7 @@ Author: Eric Kooistra, nov 2023 [1] dsp_study_erko.txt, summary of DSP books [2] pyfda, dsp, at https://github.com/chipmuenk -[3] dsp.py import for Python jupyter notebooks +[3] python package rtdsp, for radio telescope DSP investigations in Python [4] python jupyter notebooks * Try FIR filter design methods - rectangular_window_and_ideal_lpf.ipynb diff --git a/applications/lofar2/model/pfb_os/dsp.py b/applications/lofar2/model/pfb_os/dsp.py deleted file mode 100644 index 0659957ce4920501f05a1bc77d683ebae9c200b8..0000000000000000000000000000000000000000 --- a/applications/lofar2/model/pfb_os/dsp.py +++ /dev/null @@ -1,1338 +0,0 @@ -#! /usr/bin/env python3 -############################################################################### -# -# Copyright 2022 -# ASTRON (Netherlands Institute for Radio Astronomy) <http://www.astron.nl/> -# P.O.Box 2, 7990 AA Dwingeloo, The Netherlands -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# http://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. - -############################################################################### - -# Author: Eric Kooistra -# Purpose: Utilities and functions for DSP -# Description: -# -# References: -# [1] dsp_study_erko.txt -# [2] https://github.com/chipmuenk/dsp/blob/main/notebooks/02_LTF/LTF-IIR-allgemein.ipynb - -import numpy as np -from scipy import signal -import matplotlib.pyplot as plt -from mpl_toolkits.axes_grid1 import make_axes_locatable -import dsp_fpga_lib # from [2] - -c_interpolate = 10 -c_atol = 1e-15 -c_rtol = 1e-8 # 1/2**32 = 2.3e-10 - - -############################################################################### -# Utilities -############################################################################### - -def ceil_div(num, den): - """ Return integer ceil value of num / den """ - return int(np.ceil(num / den)) - - -def ceil_log2(num): - """ Return integer ceil value of log2(num) """ - return int(np.ceil(np.log2(num))) - - -def ceil_pow2(num): - """ Return power of 2 value that is equal or greater than num """ - return 2**ceil_log2(num) - - -def pow_db(volts): - """Voltage to power in dB""" - return 20 * np.log10(np.abs(volts) + c_atol) - - -def is_even(n): - """Return True if n is even, else False when odd. - - For all n in Z. - """ - return n % 2 == 0 - - -def is_odd(n): - """Return True if n is odd, else False when even. - - For all n in Z, because result of n % +2 is 0 or +1. - """ - return n % 2 == 1 - - -def is_symmetrical(x, anti=False): - """Return True when x[n] = +-x[N-1 - n], within tolerances, else False.""" - rtol = c_rtol - atol = np.min(np.abs(x[np.nonzero(x)])) * rtol - n = len(x) - h = n // 2 - if is_even(n): - if anti: - return np.allclose(x[0:h], np.flip(-x[h:]), rtol=rtol, atol=atol) - else: - return np.allclose(x[0:h], np.flip(x[h:]), rtol=rtol, atol=atol) - else: - if anti: - return np.allclose(x[0:h], np.flip(-x[h + 1:]), rtol=rtol, atol=atol) and np.abs(x[h]) < atol - else: - return np.allclose(x[0:h], np.flip(x[h + 1:]), rtol=rtol, atol=atol) - - -def read_coefficients_file(filepathname): - coefs = [] - with open(filepathname, 'r') as fp: - for line in fp: - if line.strip(): # skip empty line - s = int(line) # one coef per line - coefs.append(s) - return coefs - - -def one_bit_quantizer(x): - """Quantize 0 and positive x to +1 and negative x to -1.""" - return np.signbit(x) * -1 + 2 - - -def impulse_at_zero_crossing(x): - """Create signed impulse at zero crossings of x.""" - diff = np.diff(one_bit_quantizer(x)) - return np.concatenate((np.array([0]), diff)) - - -############################################################################### -# Windows -############################################################################### - -def raised_cosine_window(N, roBeta): - """Generate raised cosine shape window, where cosine is from -pi to pi - - Input: - . N: window length - . roBeta: Roll off factor in [0, 1.0] as fraction of N - Return: - . rcWin: Window with shape of roll up cos, flat top and roll off cos, - - """ - Ncos = int(roBeta * N) - Nro = Ncos // 2 - rcWin = np.ones(N) - if Nro > 0: - roCos = 0.5 + 0.5 * np.cos(2 * np.pi * (np.arange(Ncos) / Ncos - 0.5)) - ro = roCos[0:Nro] - rcWin[0:Nro] = ro - rcWin[-Nro:] = np.flip(ro) - return rcWin - - -def half_cosine_window(N, roBeta): - """Generate half cosine shape window, where cosine is from -pi/2 to pi/2 - - Input: - . N: window length - . roBeta: Roll off factor in [0, 1.0] as fraction of N - Return: - . cWin: Window with shape of roll up cos, flat top and roll off cos - """ - Ncos = int(roBeta * N) - Nro = Ncos // 2 - cWin = np.ones(N) - if Nro > 0: - roCos = np.cos(np.pi * (np.arange(Ncos) / Ncos - 0.5)) - ro = roCos[0:Nro] - cWin[0:Nro] = ro - cWin[-Nro:] = np.flip(ro) - return cWin - - -############################################################################### -# Windowed sinc filter design -############################################################################### - -def raised_cosine_response(Ntaps, Nsps, roBeta): - """Generate a raised cosine (RC) FIR filter impulse response. - - Input: - . Ntaps : FIR filter length - . Nsps: symbol period Tsymbol in number of samples per symbol - . roBeta : Roll off factor in [0, 1.0], BW = (1 + roBeta) / Tsymbol, so: - - roBeta = 0.0: rectangular spectrum with BW = 1 / Tsymbol - - roBeta = 1.0: cosine spectrum with BW = 2 / Tsymbol - Return: - . hRc : impulse response of the raised cosine filter. - """ - # time axis - Tsymbol = Nsps # normalized sample period Ts = 1.0 - tIndices = np.arange(Ntaps) - tCenter = (Ntaps - 1) / 2 - t = tIndices - tCenter - - # sinc term, can use array assignment because sinc(1 / 0) = 1 - hRc = 1 / Tsymbol * np.sinc(t / Tsymbol) # np.sinc(x) = sin(pi x) / (pi x) - - # apply cos term, use for loop instead of array assignment, to detect divide by 0 - for tI in tIndices: - t = tI - tCenter - if np.abs(t) != Tsymbol / (2 * roBeta): - hRc[tI] *= np.cos(np.pi * roBeta * t / Tsymbol) / (1 - (2 * roBeta * t / Tsymbol)**2) - return hRc - - -def square_root_raised_cosine_response(Ntaps, Nsps, roBeta): - """Generate a square root raised cosine (SRRC) FIR filter impulse response. - - Reference: - . [HARRIS section 4.3] - . https://en.wikipedia.org/wiki/Root-raised-cosine_filter - - Input: - . Ntaps : FIR filter length - . Nsps: symbol period Tsymbol in number of samples per symbol - . roBeta : Roll off factor in [0, 1.0] - Return: - . hSrRc : impulse response of the square root raised cosine filter. - """ - # time axis - Tsymbol = Nsps # normalized sample period Ts = 1.0 - tIndices = np.arange(Ntaps) - tCenter = (Ntaps - 1) / 2 - t = tIndices - tCenter - - # numerator term, using array assignment - hSrRc = 1 / Tsymbol * (np.cos(np.pi * (1 + roBeta) * t / Tsymbol) * 4 * roBeta * t / Tsymbol + - np.sin(np.pi * (1 - roBeta) * t / Tsymbol)) - - # apply denumerator term, use for loop instead of array assignment, to detect divide by 0 - for tI in tIndices: - t = tI - tCenter - if t == 0.0: - hSrRc[tI] = 1 / Tsymbol * (1 + roBeta * (4 / np.pi - 1)) - elif np.abs(t) == Tsymbol / (4 * roBeta): - hSrRc[tI] = 1 / Tsymbol * roBeta / np.sqrt(2) * \ - ((1 + 2 / np.pi) * np.sin(np.pi / (4 * roBeta)) + - (1 - 2 / np.pi) * np.cos(np.pi / (4 * roBeta))) - else: - hSrRc[tI] /= (1 - (4 * roBeta * t / Tsymbol)**2) * (np.pi * t / Tsymbol) - return hSrRc - - -############################################################################### -# FIR Filter design -############################################################################### - -def nof_taps_kaiser_window(fs, fpass, fstop, atten_db): - """Number of FIR LPF taps using Kaiser window based design - - Reference: [HARRIS 3.2, Fig. 3.8 for kaiserBeta] - """ - df = fstop - fpass - return int((fs / df) * (atten_db - 8) / 14) - - -def nof_taps_remez(fs, fpass, fstop, atten_db): - """Number of FIR LPF taps using remez = Parks-McClellan based design. - - Reference: [HARRIS 3.3, LYONS 5.6] - """ - df = fstop - fpass - return int((fs / df) * (atten_db / 22)) - - -def ideal_low_pass_filter(Npoints, Npass, bandEdgeGain=1.0): - """Derive FIR coefficients for prototype low pass filter using ifft of - magnitude frequency response. - - The Npoints defines the double sided spectrum, so Npass = 2 * fpass / fs - * Npoints, where fpass is the positive cutoff frequency of the LPF. - - Input: - - Npoints: Number of points of the DFT in the filterbank - - Npass: Number of points with gain > 0 in pass band. - - bandEdgeGain : Gain at band edge - Return: - - h: FIR coefficients from impulse response - - f: normalized frequency axis for HF, fs = 1 - - HF: frequency transfer function of h - """ - # Magnitude frequency reponse - HF = np.zeros([Npoints]) - HF[0] = bandEdgeGain - HF[1 : Npass - 1] = 1 - HF[Npass - 1] = bandEdgeGain - # Zero center HF to make it even - HF = np.roll(HF, -(Npass // 2)) - f = np.arange(0, 1, 1 / Npoints) - # Filter impulse response - h = np.fft.ifft(HF).real # imag is 0 for even HF - h = np.roll(h, Npoints // 2) - return h, f, HF - - -def prototype_fir_low_pass_filter(method='firls', - Npoints=1024, Ntaps=16, Ncoefs=1024*16, - hpFactor=0.9, transitionFactor=0.4, stopRippleFactor=1000000, kaiserBeta=1, fs=1.0): - """Derive FIR coefficients for prototype low pass filter - - Use method 'firls' or 'remez'. - - Default use LPF specification for LOFAR subband filter. For subband filter - BWbin = fs / Npoints and the number of subbands is Nsub = Npoints / 2. - - For multirate upsampling or or downsampling filter the Npoints is the - multirate factor Nup in upsampling or Ndown in downsampling. The fpass = - BWbin / 2 = fNyquist / Npoints, where fNyquist = fs / 2. - - Use hpFactor < 1.0 to increase attentuation at fpass, to reduce disturbance - due to aliasing. - - The number of prototype FIR filter coefficients Ncoefs <= Npoints * Ntaps. - For symmetrical-coefficient FIR filters the group delay is - (Ncoefs - 1) / 2, so choose Ncoefs is odd to have integers number of - samples output delay. - - Normalize DC gain to 1.0. - - Input: - - method: FIR filter design method 'firls' or 'remez' - - Npoints: Number of points of the DFT in the filterbank, or multirate - factor Nup in upsampling or Ndown in downsampling - - Ntaps: Number of taps per polyphase. - - Ncoefs: Actual number of prototype FIR filter coefficients, any extra - coefs are zero - - hpFactor : Half power bandwidth of the filter relative to BWbin - - transitionFactor: transition bandwidth factor relative to fpass - - stopRippleFactor: stopband ripple factor relative to pass band ripple - - kaiserBeta: When kaiserBeta > 0 then additionally apply a Kaiser window on FIR - coefficients - - fs: sample frequency, for logging - Return: - - h: FIR coefficients for requested Ncoefs - """ - # LPF specification for subband filter - BWbin = fs / Npoints # bandwidth of one bin (is subband frequency) - # Use half power bandwidth factor to tune half power cutoff frequency of LPF, default 1.0 - BWpass = hpFactor * BWbin - fpass = BWpass / 2 # pass band frequency of bin at DC: -fpass to +fpass - transitionBW = transitionFactor * fpass # transition bandwidth - fcutoff = 0 # not used, use hpFactor instead - cutoffGain = 0.5 - fstop = fpass + transitionBW # stop band frequency - rippleWeights = [1, stopRippleFactor] - - # Design subband filter - h = design_fir_low_pass_filter(method, Ncoefs, fpass, fstop, fcutoff, cutoffGain, rippleWeights, kaiserBeta, fs) - return h - - -def design_fir_low_pass_filter(method, - Ncoefs, fpass, fstop, fcutoff=0, cutoffGain=0.5, rippleWeights=[1, 1], kaiserBeta=0, fs=1.0): - """Derive FIR coefficients for prototype low pass filter - - Use method 'firls' or 'remez', fs = 1.0 - - Derive symmetrical FIR coeffients for linear phase. For symmetrical - coefficient FIR filters the group delay is (Ncoefs - 1) / 2, so - choose Ncoefs is odd to have integers number of samples output delay. - - Normalize DC gain to 1.0. - - Input: - - method: FIR filter design method 'firls' or 'remez' - - Ncoefs: Actual number of prototype FIR filter coefficients, any extra - coefs are zero - - fpass: pass band frequency - - fstop: stop band frequency - - fs: sample frequency, 0 < fpass < fcutoff < fstop < fNyquist = fs / 2 - - fcutoff: when fcutoff > 0, then define cutoff frequency point in transition band, fpass < fcutoff < fstop - - cutoffGain: normalized LPF gain at fcutoff - - rippleWeights: relative ripple factors for pass band, optional fcutoff, and stop band - - kaiserBeta: When kaiserBeta > 0, then additionally apply a Kaiser window on FIR - coefficients - Return: - - h: FIR coefficients for requested Ncoefs - """ - fNyquist = fs / 2 - fsub = fpass * 2 # double sided LPF band width, when used as prototype for a BPF - - # Initial FIR filter length N - # . Use interpolation of factor Q shorter filter to ensure the FIR filter design converges - # and to speed up calculation. N >> NFirlsMax = 1024 is not feasible. - # . The passband ripple and stopband attenuation depend on the transition bandwidth - # and the rippleWeights. Choose transition band width ~< fpass, to ensure the FIR filter - # design converges and improve the passband ripple and stopband attenuation. A too large - # transition bandwidth also gives the design too much freedom and causes artifacts in - # the transition band. - # . scipy firls() defines fpass relative to fs, so can use fpass as cutoff frequency. - if method == 'firls': - NFirlsMax = 1024 - Q = ceil_div(Ncoefs, NFirlsMax) - N = Ncoefs // Q - # If necessary -1 to make odd, because firls only supports odd number of FIR coefficients - if is_even(N): - N = N - 1 - if method == 'remez': - NRemezMax = 1024 - Q = ceil_div(Ncoefs, NRemezMax) - N = Ncoefs // Q - - # Low pass transition band - f_pb = fpass * Q # pass band frequency - f_co = fcutoff * Q # optional cutoff frequency in transition band - f_sb = fstop * Q # stop band frequency - - # Calculate initial FIR filter for length N - if method == 'firls': - if not fcutoff: - hFir = signal.firls(N, [0, f_pb, f_sb, fNyquist], - [1, 1, 0, 0], rippleWeights, fs=fs) - else: - hFir = signal.firls(N, [0, f_pb, f_co, f_co, f_sb, fNyquist], - [1, 1, cutoffGain, cutoffGain, 0, 0], rippleWeights, fs=fs) - if method == 'remez': - if not fcutoff: - hFir = signal.remez(N, [0, f_pb, f_sb, fNyquist], - [1, 0], rippleWeights, fs=fs) - else: - hFir = signal.remez(N, [0, f_pb, f_co, f_co, f_sb, fNyquist], - [1, cutoffGain, 0], rippleWeights, fs=fs) - - # Additionally apply a Kaiser window, with kaiserBeta = 1 like in pfs_coeff_final.m, this improves - # the stopband attenuation near the transition band somewhat - # . kaiserBeta: 0 rect, 5 hamming, 6 hanning - if kaiserBeta: - win = signal.windows.kaiser(N, kaiserBeta) - hFir *= win - - # Normalize DC gain - dcSum = np.sum(hFir) - hFir *= 1.0 / dcSum - - if len(hFir) == Ncoefs: - h = hFir - else: - # Use Fourier interpolation to create final FIR filter coefs when - # Q > 1 or when N != Ncoefs - HFfir = np.fft.fft(hFir) - h = fourier_interpolate(HFfir, Ncoefs) - - print('> design_fir_low_pass_filter()') - print('. Method = %s' % method) - print('. Q = %f' % Q) - print('. fsub = fpass * 2 = %f' % fsub) - print('. fpass = %f' % fpass) - if fcutoff: - print('. fcutoff = %f' % fcutoff) - print('. cutoffGain = %f' % cutoffGain) - print('. fstop = %f' % fstop) - print('. fNyquist = %f' % fNyquist) - print('. fs = %f' % fs) - print('. Ncoefs = %d' % len(h)) - print('. DC sum = %f' % np.sum(h)) - print('. Symmetrical coefs = %s' % is_symmetrical(h)) - print('') - return h - - -def fourier_interpolate(HFfilter, Ncoefs): - """Use Fourier interpolation to create final FIR filter coefs. - - HF contains filter transfer function for N points, in order 0 to fs. The - interpolation inserts Ncoefs - N zeros and then performs IFFT to get the - interpolated impulse response. - - Use phase correction dependent on interpolation factor Q to have fractional - time shift of hInterpolated, to make it symmetrical. Similar as done in - pfs_coeff_final.m and pfir_coeff.m. Use upper = conj(lower), because that - is easier than using upper from HFfilter. - - Reference: LYONS 13.27, 13.28 - """ - N = len(HFfilter) - K = N // 2 - - # Interpolation factor Q can be fractional, for example: - # - Ncoefs = 1024 * 16 - # . firls: N = 1024 + 1 --> Q = 15.98439 - # . remez: N = 1024 --> Q = 16 - Q = Ncoefs / N - - # Apply phase correction (= time shift) to make the impulse response - # exactly symmetric - f = np.arange(N) / Ncoefs - p = np.exp(-1j * np.pi * (Q - 1) * f) - HF = HFfilter * p - - HFextended = np.zeros(Ncoefs, dtype=np.complex_) - if is_even(N): - # Copy DC and K - 1 positive frequencies in lower part (K values) - HFextended[0:K] = HF[0:K] # starts with DC at [0] - # Create the upper part of the spectrum from the K - 1 positive - # frequencies and fs/2 in lower part (K values) - HFflip = np.conjugate(np.flip(HF[0:K + 1])) # contains DC at [0] - HFextended[-K:] = HFflip[0:K] # omit DC at [K] - # K + K = N values, because N is even and K = N // 2 - else: - # Copy DC and K positive frequencies in lower part (K + 1 values) - HFextended[0:K + 1] = HF[0:K + 1] # starts with DC at [0] - # Create the upper part of the spectrum from the K positive - # frequencies in the lower part (K values) - HFflip = np.conjugate(np.flip(HF[0:K + 1])) # contains DC at [0] - HFextended[-K:] = HFflip[0:K] # omit DC at [K] - # K + 1 + K = N values, because N is odd and K = N // 2 - hInterpolated = np.fft.ifft(HFextended) - if np.allclose(hInterpolated.imag, np.zeros(Ncoefs), rtol=c_rtol, atol=c_atol): - print('hInterpolated.imag ~= 0') - else: - print('WARNING: hInterpolated.imag != 0 (max(abs) = %e)' % np.max(np.abs(hInterpolated.imag))) - return hInterpolated.real - - -############################################################################### -# IIR Filter design -############################################################################### - -def iir_biquad_butter_coefficients(f0, BW, band='bandstop', fs=1): - """Calculate b0, b1, b2, a0, a1, a2 for biquad IIR filter section. - - Bilinear transform of Butterworth filters. From - https://webaudio.github.io/Audio-EQ-Cookbook/Audio-EQ-Cookbook.txt - - For single biquad bandpass alternatively use signal.iirpeak() - For single biquad bandstop alternatively use signal.iirnotch() - """ - w0 = 2 * np.pi * f0 / fs - Q = f0 / BW - si = np.sin(w0) - cs = np.cos(w0) - alpha = np.sin(w0) / (2 * Q) - a1 = -2 * cs - if band == 'lowpass': - b0 = 1 - cs - b = [b0 / 2, b0, b0 / 2] - elif band == 'highpass': - b0 = 1 + cs - b = [b0 / 2, -b0, b0 / 2] - elif band == 'bandstop': - b = [1, a1, 1] - elif band == 'bandpass': - b = [si / 2, 0, -si / 2] - a = [1 + alpha, a1, 1 - alpha] - return b, a - - -############################################################################### -# Hilbert transform filter -############################################################################### - -def hilbert_response(Ntaps): - """Calculate impulse response of Hilbert filter truncated to Ntaps - coefficients. - - h(t) = 1 / (pi t) ( 1 - cos(ws t / 2), l'Hoptial's rule: h(0) = 0 - - For n = ...-2, -1, 0, 1, 2, ..., and Ts = 1, and Ntaps is - . odd: t = n Ts - ht[n] = 1 / (pi n)) ( 1 - cos(pi n)) - = 0, when n is even - = 2 / (pi n), when n is odd - . even: t = (n + 0.5) Ts - ht(n) = 1 / (pi m)) ( 1 - cos(pi m)), with m = n + 0.5 - """ - Npos = Ntaps // 2 - if is_even(Ntaps): - ht = np.zeros(Npos) - for n in range(0, Npos): - m = n + 0.5 - ht[n] = 1 / (np.pi * m) * (1 - np.cos(np.pi * m)) - ht = np.concatenate((np.flip(-ht), ht)) - else: - Npos += 1 - ht = np.zeros(Npos) - for n in range(1, Npos, 2): - ht[n] = 2 / (np.pi * n) - ht = np.concatenate((np.flip(-ht[1:]), ht)) - return ht - - -def hilbert_delay(Ntaps): - """Delay impulse by (Ntaps - 1) / 2 to align with hilbert_response(Ntaps). - - Analytic signal htComplex = htReal + 1j * htImag where: - . htReal = hilbert_delay(Ntaps) - . htImag = hilbert_response(Ntaps) - - Only support integer delay D = (Ntaps - 1) / 2, so Ntaps is odd, then return - htReal, else return None. - """ - if is_even(Ntaps): - return None - D = (Ntaps - 1) // 2 - htReal = np.zeros(Ntaps) - htReal[D] = 1.0 - return htReal - - -############################################################################### -# DFT -############################################################################### - -def dtft(coefs, Ndtft=None, zeroCenter=True, fftShift=True): - """Calculate DTFT of filter impulse response or window. - - Use DFT with Ndtft points, to have frequency resolution of 2 pi / Ndtft. - Define h by extending coefs with Ndtft - M zeros, where M = len(coefs). - This DFT approaches the DTFT using bandlimited interpolation, similar to - INTERP() which interpolates by factor L = Ndtft / M [JOS1]. - - Input: - . coefs: filter impulse response or window coefficients - . Ndtft: number of points in DFT to calculate DTFT - . zeroCenter: when True zero center h to have even function that aligns - with cos() in DTFT, for zero-phase argument (+-1 --> 0, +-pi). Else - apply h as causal function. - . fftShift: when True fft shift to have -0.5 to +0.5 frequency axis, - else use 0 to 1.0. - Return: - . h: zero padded coefs - . f: normalized frequency axis for HF, fs = 1 - . HF: dtft(h), the frequency transfer function of h - """ - M = len(coefs) - if Ndtft is None: - Ndtft = ceil_pow2(M * c_interpolate) - # Time series, causal with coefs at left in h - h = np.concatenate((coefs, np.zeros([Ndtft - M]))) - if zeroCenter: - # Zero center h to try to make it even - h = np.roll(h, -(M // 2)) - # DFT - HF = np.fft.fft(h) - # Normalized frequency axis, fs = 1, ws = 2 pi - f = np.arange(0, 1, 1 / Ndtft) # f = 0,pos, neg - if fftShift: - # FFT shift to center HF, f = neg, 0,pos - f = f - 0.5 - HF = np.roll(HF, Ndtft // 2) - return h, f, HF - - -############################################################################### -# Polyphase filter -############################################################################### - -class PolyPhaseFirFilterStructure: - """Polyphase FIR filter structure (PFS) per block of data - - Input: - . Nphases: number of poly phases, is data block size, is number of rows - (axis=0) in polyphase structure - . coefs: FIR coefficients b[0 : Nphases * Ntaps - 1] - . commutator: 'up' or 'down', commutator 'up' selects the polyCoefs from - phase 0 : Nphases - 1, commutator 'down' first flips the phases order - in polyCoefs. - - Derived: - . Ntaps: number of taps per poly phase, is number of columns (axis=1) in - the polyphase structure - - Map LPF FIR coefs to polyCoefs with: - . flip rows (axis=0) to have first coefs[0] at last row to fit time order - of data block with newest sample at last index. Flipping polyCoefs once - here at init is probably more efficient, then flipping inData and outData - for every block. - . No need to flip the order of the Ntaps columns (axis=1), because the - filter sums the Ntaps. - - Filter delay memory polyDelays: - . Shift in data blocks per column at column 0, last sample in data block - and in column is newest. - """ - def __init__(self, Nphases, coefs, commutator): - self.Nphases = Nphases - self.coefs = coefs - self.Ncoefs = len(coefs) - self.Ntaps = ceil_div(self.Ncoefs, Nphases) - - # coefs = [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11] - # polyCoefs = [[ 3, 7, 11], - # [ 2, 6, 10], - # [ 1, 5, 9], - # [ 0, 4, 8]]), Nphases = 4 rows (axis=0) - # Ntaps = 3 columns (axis=1) - self.polyCoefs = self.poly_coeffs(commutator) - - # oldest sample[0] - # newest sample [15] - # samples [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15] - # blocks [ 0, 1, 2, 3] - # shift blocks to next column in polyDelays - # put newest block[3] in first column of polyDelays - # polyDelays = [[ 8, 4, 0], - # [ 9, 5, 1], - # [10, 6, 2], - # [11, 7, 3]]) - self.polyDelays = np.zeros((Nphases, self.Ntaps)) - - def poly_coeffs(self, commutator): - """Polyphase structure for FIR filter coefficients coefs in Nphases - - Input: - . coefs = [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11] - . commutator: 'up' or 'down' - Return: - . commutator: 'up', see title Figure in [HARRIS 6], Figure 10.22 and - 10.23 in [LYONS] seem to have commutator arrows in wrong direction. - polyCoefs = [[ 0, 4, 8], # p = 0, H0(z) - [ 1, 5, 9], # p = 1, H1(z) - [ 2, 6, 10], # p = 2, H2(z) - [ 3, 7, 11]]) # p = 3, H3(z), - Nphases = 4 rows (axis=0) - Ntaps = 3 columns (axis=1) - If Ncoefs < Ntaps * Nphases, then pad polyCoefs with zeros. - """ - polyCoefs = np.zeros(self.Nphases * self.Ntaps) - polyCoefs[0 : self.Ncoefs] = self.coefs - polyCoefs = polyCoefs.reshape(self.Ntaps, self.Nphases).T - if commutator == 'down': - polyCoefs = np.flip(polyCoefs, axis=0) - return polyCoefs - - def filter_block(self, inData): - """Filter block of inData per poly phase - - Input: - . inData: block of Nphases input data, time n increments, so inData[0] is - oldest data and inData[Nphases-1] is newest data - Return: - . outData: block of Nphases filtered output data with outData[0] is - oldest data and outData[Nphases-1] is newest data, so time n - increments, like with inData - """ - # Shift delay memory by one block - self.polyDelays = np.roll(self.polyDelays, 1, axis=1) - # Shift in inData block at column 0 - self.polyDelays[:, 0] = inData - # Apply FIR coefs per element - zData = self.polyDelays * self.polyCoefs - # Sum per poly phase - outData = np.sum(zData, axis=1) - return outData - - -def upsample(x, Nup, coefs, verify=False): # interpolate - """Upsample x by factor I = Nup - - Input: - . x: Input signal x[n] - . Nup: upsample (interpolation) factor - . coefs: FIR filter coefficients for antialiasing LPF - . verify: when True then verify that output y is the same when calculated directly or when calculated using the - polyphase implementation. - Return: - . y: Upsampled output signal y[m] - - Assumptions: - . x[n] = 0 for n < 0 - . m = n * I, so first upsampled output sample starts at m = 0 based on n = 0 - . no y[m] for m < 0 - . insert I - 1 zeros after each x[n] to get v[m], so len(v) = len(y) = I * len(x) - . use coefs as anti aliasing filter, must be LPF with BW < fNyquist / I - . len(coefs) typically is multiple of Nup. If shorter, then the coefs are extended with zeros. - - Remarks: - . The input sample period is ts and the output sample period of the upsampled (= interpolated signal) is tsUp = - ts / I - . The group delay is (Ncoefs - 1) / 2 * tsUp = (Ncoefs - 1) / I / 2 * ts. With odd Ncoefs and symmetrical coefs - to have linear phase, the group delay is an integer number of tsUp periods, so: - - when (Ncoefs - 1) % 2 == 0, then the group delay is an integer number of tsUp periods - - when (Ncoefs - 1) % (2 * I) == 0, then the group delay is an integer number of ts periods - - Procedure: - - x[n]: 0 1 2 3 --> time n with unit Ts - - v[m] = x[m / I], for m = 0, +-I, +-2I, ... - = 0, else - v[m]: 0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 --> time m with unit Ts / I - | | | | - h[k]: 11 10 9 8 7 6 5 4 3 2 1 0 | | | --> coefs for m = 12 - 11 10 9 8 7 6 5 4 3 2 1 0 | | --> coefs for m = 13 - 11 10 9 8 7 6 5 4 3 2 1 0 | --> coefs for m = 14 - 11 10 9 8 7 6 5 4 3 2 1 0 --> coefs for m = 15 - - y[m]: 0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 --> time m with unit Ts / I - - Calculate y[0, 1, 2, 3] at x[0] - y[0] = h[0] x[0] - y[1] = h[1] x[0] - y[2] = h[2] x[0] - y[3] = h[3] x[0] - - Calculate y[4, 5 ,6 ,7] at x[1] - y[ 4] = h[0] x[1] + h[4] x[0] - y[ 5] = h[1] x[1] + h[5] x[0] - y[ 6] = h[2] x[1] + h[6] x[0] - y[ 7] = h[3] x[1] + h[7] x[0] - - Calculate y[8, 9, 10, 11] at x[2] - y[ 8] = h[0] x[2] + h[4] x[1] + h[ 8] x[0] - y[ 9] = h[1] x[2] + h[5] x[1] + h[ 9] x[0] - y[10] = h[2] x[2] + h[6] x[1] + h[10] x[0] - y[11] = h[3] x[2] + h[7] x[1] + h[11] x[0] - - Calculate y[12, 13, 14, 15] at x[3], see '|' markers between v[m] (is zero padded x[n]) and h[k] above - y[12] = h[0] x[3] + h[4] x[2] + h[ 8] x[1] - y[13] = h[1] x[3] + h[5] x[2] + h[ 9] x[1] - y[14] = h[2] x[3] + h[6] x[2] + h[10] x[1] - y[15] = h[3] x[3] + h[7] x[2] + h[11] x[1] - - ==> Calculate y[n * I + [0, ..., I - 1]] at x[n] - - y[n * I + 0] = lfilter(h[0, 4, 8], [1], x) # p = 0 - y[n * I + 1] = lfilter(h[1, 5, 9], [1], x) # p = 1 - y[n * I + 2] = lfilter(h[2, 6,10], [1], x) # p = 2 - y[n * I + 3] = lfilter(h[3, 7,11], [1], x) # p = 3 - """ - Nx = len(x) - a = [1.0] - - # Polyphase implementation to avoid multiply by zero values - # coefs = [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11] - # polyCoefs = [[ 0, 4, 8], # p = 0 - # [ 1, 5, 9], # p = 1 - # [ 2, 6, 10], # p = 2 - # [ 3, 7, 11]]) # p = 3 - pfs = PolyPhaseFirFilterStructure(Nup, coefs, commutator='up') - polyCoefs = pfs.polyCoefs - - # Poly phases for data - # . Use polyY for whole data signal x with Nx samples, instead of pfs.polyDelays for pfs.Ntaps, to be able to use - # signal.lfilter() - polyY = np.zeros((Nup, Nx)) - - # Filter x per polyphase, index p = 0, 1, .., Nup - 1 is the commutator in [Figure 10.13, 10.23 in LYONS, 3.25 - # HARRIS] - for p in range(Nup): - polyY[p] = signal.lfilter(polyCoefs[p], a, x) - y = polyY.T.reshape(1, Nup * Nx)[0] - - if verify: - # Inefficient upsampling implementation with multiply by zero values - xZeros = np.zeros((Nup, Nx)) - xZeros[0] = x - xZeros = xZeros.T.reshape(1, Nup * Nx)[0] # upsample - yVerify = signal.lfilter(coefs, a, xZeros) # LPF - if np.allclose(y, yVerify, rtol=c_rtol, atol=c_atol): - print('PASSED: correct upsample result') - else: - print('ERROR: wrong upsample result') - - print('> upsample():') - print('. Nup = ' + str(Nup)) - print('. Nx = ' + str(Nx)) - print('. len(y) = ' + str(len(y))) - print('') - return y - - -def downsample(x, Ndown, coefs, verify=False): # decimate - """Downsample x by factor D = Ndown up - - Input: - . x: Input signal x[n] - . Ndown: downsample (decimation) factor - . coefs: FIR filter coefficients for antialiasing LPF - . verify: when True then verify that output y is the same when calculated directly or when calculated using the - polyphase implementation. - Return: - . y: Downsampled output signal y[m] - - Assumptions: - . x[n] = 0 for n < 0 - . m = n // I, so first downsampled output sample starts at m = 0 based on n = 0 - . no y[m] for m < 0 - . skip D - 1 values zeros after each x[n] to get y[m], so len(y) = len(x) // D - . use coefs as anti aliasing filter, must be LPF with BW < fNyquist / D - . len(coefs) typically is multiple of Ndown. If shorter, then the coefs are extended with zeros. - - Remarks: - . The input sample period is ts and the output sample period of the downsampled (= decimated signal) is tsDown = - ts * D - . The group delay is (Ncoefs - 1) / 2 * ts. With odd Ncoefs and symmetrical coefs to have linear phase, the group - delay is an integer number of ts periods, so: - - when (Ncoefs - 1) % 2 == 0, then the group delay is an integer number of ts periods - - when (Ncoefs - 1) % (2 * D) == 0, then the group delay is an integer number of tsDown periods - - Procedure: - - x[n]: 0 1 2 3 4 5 6 7 8 9 10 11 12 --> time n with unit Ts - | - h[k]: 11 10 9 8 7 6 5 4 3 2 1 0 --> coefs for y[m] at m = 3 - - 8 4 0 --> coefs for v[n] at n = 12 - 9 5 1 --> coefs for v[n] at n = 11 - 10 6 2 --> coefs for v[n] at n = 10 - 11 7 3 --> coefs for v[n] at n = 9 - - v[n]: 0 1 2 3 4 5 6 7 8 9 10 11 12 - - y[m]: 0 1 2 3 --> time m with unit Ts * D - - Remove v[-3] = h[3] x[-3] at x[-3] - Remove v[-2] = h[2] x[-2] at x[-2] - Remove v[-1] = h[1] x[-1] at x[-1] - Calculate v[ 0] = h[0] x[ 0] at x[ 0] - - Calculate v[ 1] = h[3] x[ 1] at x[ 1] - Calculate v[ 2] = h[2] x[ 2] at x[ 2] - Calculate v[ 3] = h[1] x[ 3] at x[ 3] - Calculate v[ 4] = h[0] x[ 4] + h[4] x[0] at x[ 4] - - Calculate v[ 5] = h[3] x[ 5] + h[7] x[1] at x[ 5] - Calculate v[ 6] = h[2] x[ 6] + h[6] x[2] at x[ 6] - Calculate v[ 7] = h[1] x[ 7] + h[5] x[3] at x[ 7] - Calculate v[ 8] = h[0] x[ 8] + h[4] x[4] + h[ 8] x[0] at x[ 8] - - Calculate v[ 9] = h[3] x[ 9] + h[7] x[5] + h[11] x[1] at x[ 9] - Calculate v[10] = h[2] x[10] + h[6] x[6] + h[10] x[2] at x[10] - Calculate v[11] = h[1] x[11] + h[5] x[7] + h[ 9] x[3] at x[11] - Calculate v[12] = h[0] x[12] + h[4] x[8] + h[ 8] x[4] at x[12] - - ==> Calculate y[m] at sum v[n - p] at x[n] for n = m * D and p = 3, 2, 1, 0 - - Ndown-1 - y[m] = sum v[m * D - p] - p = 0 - - with: - [n - p] [p] - v[n - 3] = lfilter(h[3, 7,11], [1], polyX[0]) - v[n - 2] = lfilter(h[2, 6,10], [1], polyX[1]) - v[n - 1] = lfilter(h[1, 5, 9], [1], polyX[2]) - v[n - 0] = lfilter(h[0, 4, 8], [1], polyX[3]) - """ - # Number of samples from x per poly phase in polyX, prepended with Ndown - 1 zeros. Prepend Ndown - 1 zeros - # to have first down sampled sample at m = 0 start at n = 0. - Nxp = (Ndown - 1 + len(x)) // Ndown - # Used number of samples from x - Nx = 1 + Ndown * (Nxp - 1) - a = [1.0] - - # Polyphase implementation to avoid calculating values that are removed - # coefs = [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11] - # polyCoefs = [[ 3, 7, 11], - # [ 2, 6, 10], - # [ 1, 5, 9], - # [ 0, 4, 8]]) - pfs = PolyPhaseFirFilterStructure(Ndown, coefs, commutator='down') - polyCoefs = pfs.polyCoefs - - # Poly phases for data - # . Use polyX for whole data signal x with Nx samples, instead of pfs.polyDelays for pfs.Ntaps, to be able to use - # signal.lfilter() and to be able to prepend Ndown - 1 zeros - polyX = np.zeros(Ndown * Nxp) - polyX[Ndown - 1] = x[0] # prepend x with Ndown - 1 zeros - polyX[Ndown:] = x[1 : Nx] - polyX = polyX.reshape(Nxp, Ndown).T - polyY = np.zeros((Ndown, Nxp)) - - # Filter x per polyphase, index p = 0, 1, .., Ndown - 1 is the commutator in [Figure 10.14, 10.22 in LYONS, 3.29 - # HARRIS] - for p in range(Ndown): - polyY[p] = signal.lfilter(polyCoefs[p], a, polyX[p]) - y = np.sum(polyY, axis=0) - - if verify: - # Inefficient down sampling implementation with calculating values that are removed - yVerify = np.zeros(Ndown * Nxp) - yVerify[0 : Nx] = signal.lfilter(coefs, a, x[0 : Nx]) # LPF - yVerify = yVerify.reshape(Nxp, Ndown).T # poly phases - yVerify = yVerify[0] # downsample - if np.allclose(y, yVerify, rtol=c_rtol, atol=c_atol): - print('PASSED: correct downsample result') - else: - print('ERROR: wrong downsample result') - - print('> downsample():') - print('. len(x) = ' + str(len(x))) - print('. Ndown = ' + str(Ndown)) - print('. Nx = ' + str(Nx)) - print('. Nxp = ' + str(Nxp)) - print('. len(y) = ' + str(len(y))) # = Nxp - print('') - return y - - -def resample(x, Nup, Ndown, coefs, verify=False): # interpolate and decimate by Nup / Ndown - """Resample x by factor I / D = Nup / Ndown - - x[n] --> Nup --> v[m] --> LPF --> w[m] --> Ndown --> y[k] - - The w[m] is the result of upsampling x[n] by Nup. The LPF has narrowed the pass band to suit both Nup and Ndown. - Therefore the downsampling by Ndown implies that only one in every Ndown samples of w[m] needs to be calculated - to get y[k] = w[k * D]. Hence resampling by Nup / Ndown takes less processing than upsampling when Ndown > 1. - - Poly phases in up and down sampling: - The upsampling structure outputs the interpolated samples via the separate output phases. The same input sequence - x is used to calculate all Nup phases, whereby each phase uses a different set of coefficients from the LPF. - The downsampling structure sums the Ndown phases to output the decimated samples. Each phase uses a different set - of coefficients from the LPF to filter Ndown delay phases of the input sequence x. - - Resampling is upsampling with down sampling by phase selection - The resampling is done by first upsampling and then downsampling, because then only one shareed LPF is needed. - For upsampling an LPF is always needed, because it has to construct the inserted Nup - 1 zero values. For - downsampling the LPF of the upsampling already has restricted the input band width (BW), provided that the LPF - has BW < fNyquist / I and BW < fNyquist / D. The downsampling therefore does not need an LPF and reduces to - selecting appropriate output phase of the upsampler. The upsampler then only needs to calculate the output phase - that will be used by the downsampler, instead of calculating all output phases. - - Input: - . x: Input signal x[n] - . Nup: upsample (interpolation) factor - . Ndown: downsample (decimation) factor - . coefs: FIR filter coefficients for antialiasing LPF - . verify: when True then verify that output y is the same when calculated directly or when calculated using the - polyphase implementation. - Return: - . y: Resampled output signal y[m] - - - Assumptions: - . x[n] = 0 for n < 0 - . k = m // D = (n * I) // D, so first resampled output sample starts at k = 0 based on n = 0 - . no y[k] for k < 0 - . insert I - 1 zeros after each x[n] to get v[m], so len(v) = len(y) = I * len(x) - . use coefs as anti aliasing filter, must be LPF with BW < fNyquist / I and BW < fNyquist / D - . len(coefs) typically is multiple of Nup. If shorter, then the coefs are extended with zeros. - - Remarks: - . The group delay is the same as for the upsampler, because the downsampling has no additional filtering. - """ - Nx = len(x) - Nv = Nup * Nx - a = [1.0] - Nyp = (Nv + Ndown - 1) // Ndown # Number of samples from v, per poly phase in polyY - Ny = 1 + Ndown * (Nyp - 1) # Used number of samples from v - - # Upsampling with LPF - w = upsample(x, Nup, coefs, verify=False) - # Downsampling selector - # This model is not efificent, because the upsample() has calculated all Nup phases, whereas it only needs to - # calculate the phase that is selected by the downsampling. However, it is considered not worth the effort to - # make the model more efficient, because then only parts of lfilter() in upsample() need to be calulated, so - # then lfilter() needs to be implemented manually and possibly in a for loop {section 3.3.4 HARRIS]. - downSelect = np.arange(0, Nyp) * Ndown - y = w[downSelect] - - if verify: - # Inefficient implementation - # . Upsampling with multiply by zero values - v = np.zeros((Nup, Nx)) # poly phases - v[0] = x - v = v.T.reshape(1, Nup * Nx)[0] # upsample - # . LPF - w = signal.lfilter(coefs, a, v) - # . Downsampling with calculating values that are removed - yVerify = np.zeros(Ndown * Nyp) - yVerify[0 : Ny] = w[0 : Ny] - yVerify = yVerify.reshape(Nyp, Ndown).T # poly phases - yVerify = yVerify[0] # downsample - - if np.allclose(y, yVerify, rtol=c_rtol, atol=c_atol): - print('PASSED: correct resample result') - else: - print('ERROR: wrong resample result') - - print('> resample():') - print('. len(x) = ' + str(len(x))) - print('. Nx = ' + str(Nx)) - print('. len(v) = ' + str(len(v))) - print('. Ny = ' + str(Ny)) - print('. Nyp = ' + str(Nyp)) - print('. len(y) = ' + str(len(y))) - print('') - return y - - -############################################################################### -# Radix FFT -############################################################################### - -# def radix_fft(): -# """Calculate DFT using smaller DFTs -# -# Use DFTs with radices equal to the greatest common dividers (gcd) of the -# input DFT size. -# -# https://stackoverflow.com/questions/9940192/how-to-calculate-a-large-size-fft-using-smaller-sized-ffts -# """ - -############################################################################### -# Plotting -############################################################################### - -def plot_time_response(h, title='', color='r', markers=False): - """Plot time response (= impulse response, window, FIR filter coefficients). - - Input: - . h: time response - . title: plot title - . color: curve color format character - . markers: when True plot time sample markers in curve - """ - if markers: - plt.plot(h, color + '-', h, color + 'o') - else: - plt.plot(h, color + '-') - if title: - plt.title(title) - else: - plt.title('Time response') - plt.ylabel('Voltage') - plt.xlabel('Sample') - plt.grid(True) - - -def plot_iir_filter_analysis(b, a, fs=1, whole=False, Ntime=100, step=False, log=False, show=[]): - """Plot and print iir filter analysis results. - - Input: - . b, a: IIR filter coefficients in same format as for scipy.signal.freqz - . fs: sample frequency - . whole: False to have only positive frequencies, so 0 to fs / 2 in - spectrum plots, True to have 0 to fs. - . Ntime: number of timesamples for impulse response - . step: False for impulse response, True for step response - . show[]: which plots to show from: 'zplane', 'power spectrum', - 'phase spectrum', 'time response' - - Return: z, p, k - """ - - # Plot poles / zeros diagram in z-plane - if 'zplane' in show: - fig1, ax1 = plt.subplots(1) - ax1.set_title('Zeros (o) and poles (x) in z-plane') - z, p, k = dsp_fpga_lib.zplane(b, a, plt_ax=ax1) # uses np.roots(a), np.roots(b) - else: - z, p, k = dsp_fpga_lib.zplane(b, a) # no plot, only calculate z, p, k - - if log: - print('plot_iir_filter_analysis()') - print('Zeros, poles and gain from b, a coefficients:') - if len(z) > 0: - print('. zeros:') - for zero in z: - print(' z = %s' % str(zero)) - if len(p) > 0: - print('. poles:') - for pole in p: - print(' p = %s' % str(pole)) - print('. gain: k = %.3f' % k) - - # Derive b, a coefficients back from z, p, k - print('Coefficients back from z, p, k:') - print(' b = %s' % str(np.poly(z))) - print(' a = %s' % str(np.poly(p) / k)) - print('') - - # Plot transfer function H(f), is H(z) for z = exp(j w), so along the unit circle - # . 0 Hz at 1 + 0j, fs / 4 at 0 + 1j, fNyquist = fs / 2 at -1 + 0j - # . use whole=False to have only positive frequencies, so 0 to fs / 2 - # . use Nfreq frequency points - if 'power spectrum' in show or 'phase spectrum' in show: - Nfreq = 1024 - [f, HF] = signal.freqz(b, a, Nfreq, whole=whole, fs=fs) - if 'power spectrum' in show: - fig2, ax2 = plt.subplots(1) - ax2.plot(f, pow_db(HF)) - ax2.set_title('Power spectrum') - ax2.set_xlabel('frequency [fs = %f]' % fs) - ax2.set_ylabel('HF power [dB]') - - if 'phase spectrum' in show: - fig3, ax3 = plt.subplots(1) - ax3.plot(f, np.unwrap(np.angle(HF))) - ax3.set_title('Phase spectrum') - ax3.set_xlabel('frequency [fs = %f]' % fs) - ax3.set_ylabel('HF phase [rad]') - - # Plot impulse response - if 'time response' in show: - Ts = 1 / fs - fig4, ax4 = plt.subplots(1) - # impz uses signal.lfilter(), and cumsum(h) for step response - [h, t] = dsp_fpga_lib.impz(b, a, FS=fs, N=Ntime, step=step) - (ml, sl, bl) = ax4.stem(t, h, linefmt='b-', markerfmt='ro', basefmt='k') - if step: - ax4.set_title('Step response') - else: - ax4.set_title('Impulse response') - ax4.set_xlabel('time [Ts = %f]' % Ts) - ax4.set_ylabel('h[n]') - return z, p, k - - -def plot_spectra(f, HF, fs=1.0, fLim=None, dbLim=None): - """Plot spectra for power, magnitude, phase, real, imag - - Input: - . f: normalized frequency axis for HF (fs = 1) - . HF: spectrum, e.g. frequency transfer function HF = DTFT(h) - . fs: sample frequency in Hz, scale f by fs, fs >= 1 - """ - Hmag = np.abs(HF) - Hphs = np.unwrap(np.angle(HF)) - Hpow_dB = pow_db(HF) # power response - fn = f * fs - if fs > 1: - flabel = 'Frequency [fs / %d]' % fs - else: - flabel = 'Frequency [fs]' - - plt.figure(1) - plt.plot(fn, Hpow_dB) - plt.title('Power spectrum') - plt.ylabel('Power [dB]') - plt.xlabel(flabel) - if fLim: - plt.xlim(fLim) - if dbLim: - plt.ylim(dbLim) - plt.grid(True) - - plt.figure(2) - plt.plot(fn, HF.real, 'r') - plt.plot(fn, HF.imag, 'g') - plt.title('Complex voltage spectrum') - plt.ylabel('Voltage') - plt.xlabel(flabel) - plt.legend(['real', 'imag']) - if fLim: - plt.xlim(fLim) - plt.grid(True) - - plt.figure(3) - plt.plot(fn, Hmag) - plt.title('Magnitude spectrum') # = amplitude - plt.ylabel('Voltage') - plt.xlabel(flabel) - if fLim: - plt.xlim(fLim) - plt.grid(True) - - plt.figure(4) - plt.plot(fn, Hphs) - plt.title('Phase spectrum (note -1: pi = -pi)') - plt.ylabel('Phase [rad]') - plt.xlabel(flabel) - if fLim: - plt.xlim(fLim) - plt.grid(True) - - -def plot_power_spectrum(f, HF, fmt='r', fs=1.0, fLim=None, dbLim=None): - """Plot power spectrum - - Input: - . f: normalized frequency axis for HF (fs = 1) - . HF: spectrum, e.g. frequency transfer function HF = DTFT(h) - . fmt: curve format string - . fs: sample frequency in Hz, scale f by fs, fs >= 1 - """ - flabel = 'Frequency [fs = %f]' % fs - - plt.plot(f * fs, pow_db(HF), fmt) - plt.title('Power spectrum') - plt.ylabel('Power [dB]') - plt.xlabel(flabel) - if fLim: - plt.xlim(fLim) - if dbLim: - plt.ylim(dbLim) - plt.grid(True) - - -def plot_magnitude_spectrum(f, HF, fmt='r', fs=1.0, fLim=None, voltLim=None): - """Plot magnitude (= voltage) spectrum - - Input: - . f: normalized frequency axis for HF (fs = 1) - . HF: spectrum, e.g. frequency transfer function HF = DTFT(h) - . fmt: curve format string - . fs: sample frequency in Hz, scale f by fs, fs >= 1 - """ - flabel = 'Frequency [fs = %f]' % fs - - plt.plot(f * fs, np.abs(HF), fmt) - plt.title('Magnitude spectrum') - plt.ylabel('Voltage') - plt.xlabel(flabel) - if fLim: - plt.xlim(fLim) - if voltLim: - plt.ylim(voltLim) - plt.grid(True) - - -def plot_two_power_spectra(f1, HF1, name1, f2, HF2, name2, fs=1.0, fLim=None, dbLim=None, showRoll=False): - """Plot two power spectra in same plot for comparison - - Input: - . f1,f2: normalized frequency axis for HF1, HF2 (fs = 1) - . HF1, HF2: spectrum, e.g. frequency transfer function HF = DTFT(h) - . fs: sample frequency in Hz, scale f by fs, fs >= 1 - """ - if fs > 1: - flabel = 'Frequency [fs / %d]' % fs - else: - flabel = 'Frequency [fs]' - - if showRoll: - plt.plot(f1 * fs, pow_db(HF1), 'r', - f1 * fs, np.roll(pow_db(HF1), len(f1) // 2), 'r--', - f2 * fs, pow_db(HF2), 'b', - f2 * fs, np.roll(pow_db(HF2), len(f2) // 2), 'b--') - plt.legend([name1, '', name2, '']) - else: - plt.plot(f1 * fs, pow_db(HF1), 'r', - f2 * fs, pow_db(HF2), 'b') - plt.legend([name1, name2]) - plt.title('Power spectrum') - plt.ylabel('Power [dB]') - plt.xlabel(flabel) - if fLim: - plt.xlim(fLim) - if dbLim: - plt.ylim(dbLim) - plt.grid(True) - - -def plot_colorbar(plt): - # Work around using make_axes_locatable() to avoid: - # /tmp/ipykernel_9570/3561080291.py:12: MatplotlibDeprecationWarning: Auto-removal of grids by - # pcolor() and pcolormesh() is deprecated since 3.5 and will be removed two minor releases - # later; please call grid(False) first. - # Using plt.grid(False) is not sufficient to avoid the warning. - ax = plt.gca() - divider = make_axes_locatable(ax) - cax = divider.append_axes("right", size='5%', pad=0.1) - cax.grid(False) - plt.colorbar(cax=cax) diff --git a/applications/lofar2/model/pfb_os/filter_design_firls.ipynb b/applications/lofar2/model/pfb_os/filter_design_firls.ipynb index ea77b797e38a12a13df547b4318e436b089d68e2..059dfd3b280008ec5f6868d5eafc67fc1f84aa51 100644 --- a/applications/lofar2/model/pfb_os/filter_design_firls.ipynb +++ b/applications/lofar2/model/pfb_os/filter_design_firls.ipynb @@ -33,7 +33,7 @@ }, { "cell_type": "code", - "execution_count": 68, + "execution_count": 1, "id": "3563bc63", "metadata": {}, "outputs": [], @@ -45,34 +45,27 @@ }, { "cell_type": "code", - "execution_count": 69, - "id": "f820b0ac", - "metadata": {}, - "outputs": [], - "source": [ - "import dsp" - ] - }, - { - "cell_type": "code", - "execution_count": 70, + "execution_count": 2, "id": "a131b5b6", "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "<module 'dsp' from '/dop466_0/kooistra/git/hdl/applications/lofar2/model/pfb_os/dsp.py'>" - ] - }, - "execution_count": 70, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ - "import importlib\n", - "importlib.reload(dsp)" + "# Auto reload module when it is changed\n", + "%load_ext autoreload\n", + "%autoreload 2\n", + "\n", + "# Add rtdsp module path to $PYTHONPATH\n", + "import os\n", + "import sys\n", + "module_path = os.path.abspath(os.path.join('../'))\n", + "if module_path not in sys.path:\n", + " sys.path.insert(0, module_path)\n", + "\n", + "# Import rtdsp\n", + "from rtdsp.utilities import read_coefficients_file\n", + "from rtdsp.firfilter import prototype_fir_low_pass_filter\n", + "from rtdsp.fourier import dtft\n", + "from rtdsp.plotting import plot_power_spectrum, plot_spectra" ] }, { @@ -85,7 +78,7 @@ }, { "cell_type": "code", - "execution_count": 71, + "execution_count": 3, "id": "da2a98e9", "metadata": {}, "outputs": [ @@ -113,7 +106,7 @@ }, { "cell_type": "code", - "execution_count": 72, + "execution_count": 4, "id": "4b23f0c1", "metadata": {}, "outputs": [ @@ -121,17 +114,15 @@ "name": "stdout", "output_type": "stream", "text": [ - "f_pb = 0.00703125\n", - "f_sb = 0.00984375\n", - "fNyquist = 0.5\n", - "fs = 1.0\n", "hInterpolated.imag ~= 0\n", "> design_fir_low_pass_filter()\n", ". Method = firls\n", - ". Q = 16\n", - ". fsub = fpass * 2 = 8.789063e-04\n", - ". fpass = 4.394531e-04\n", - ". fstop = 6.152344e-04\n", + ". Q = 16.000000\n", + ". fsub = fpass * 2 = 0.000879\n", + ". fpass = 0.000439\n", + ". fstop = 0.000615\n", + ". fNyquist = 0.500000\n", + ". fs = 1.000000\n", ". Ncoefs = 16384\n", ". DC sum = 1.000000\n", ". Symmetrical coefs = True\n", @@ -160,7 +151,7 @@ "beta = 1\n", "fs = 1.0\n", "#fs = 200e6 / hpFactor # to check fsub = 195312.5 Hz for LOFAR\n", - "hPrototype = dsp.prototype_fir_low_pass_filter('firls',\n", + "hPrototype = prototype_fir_low_pass_filter('firls',\n", " Npoints, Ntaps, Ncoefs, hpFactor, transitionFactor, stopRippleFactor, beta, fs)\n", "\n", "plt.plot(hPrototype, 'r', hPrototype - np.flip(hPrototype), 'r--')\n", @@ -170,7 +161,7 @@ }, { "cell_type": "code", - "execution_count": 73, + "execution_count": 5, "id": "3ed56c18", "metadata": {}, "outputs": [ @@ -220,8 +211,8 @@ "#fLim = None\n", "dbLim = (-150, 5)\n", "#dbLim = None\n", - "h, f, HF = dsp.dtft(hPrototype)\n", - "dsp.plot_spectra(f, HF, Npoints, fLim, dbLim)" + "h, f, HF = dtft(hPrototype)\n", + "plot_spectra(f, HF, Npoints, fLim, dbLim)" ] }, { @@ -234,17 +225,17 @@ }, { "cell_type": "code", - "execution_count": 74, + "execution_count": 6, "id": "732899c1", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "<matplotlib.legend.Legend at 0x7fe25ad489a0>" + "<matplotlib.legend.Legend at 0x7fdff410d8e0>" ] }, - "execution_count": 74, + "execution_count": 6, "metadata": {}, "output_type": "execute_result" }, @@ -266,15 +257,15 @@ "\n", "#plt.figure(0)\n", "fs = Npoints\n", - "h, f, HF = dsp.dtft(hPrototype)\n", - "dsp.plot_power_spectrum(f, HF, 'b', fs, fLim, dbLim)\n", + "h, f, HF = dtft(hPrototype)\n", + "plot_power_spectrum(f, HF, 'b', fs, fLim, dbLim)\n", "\n", "#plt.figure(1)\n", - "lofarCoefs = dsp.read_coefficients_file('../data/Coeffs16384Kaiser-quant.dat')\n", + "lofarCoefs = read_coefficients_file('../data/Coeffs16384Kaiser-quant.dat')\n", "lofarCoefs /= np.sum(lofarCoefs)\n", "fs = Npoints\n", - "h, f, HF = dsp.dtft(lofarCoefs)\n", - "dsp.plot_power_spectrum(f, HF, 'g', fs, fLim, dbLim)\n", + "h, f, HF = dtft(lofarCoefs)\n", + "plot_power_spectrum(f, HF, 'g', fs, fLim, dbLim)\n", "plt.legend(['firls', 'lofarCoefs'])" ] }, diff --git a/applications/lofar2/model/pfb_os/filter_design_remez.ipynb b/applications/lofar2/model/pfb_os/filter_design_remez.ipynb index 73ebba1449fb5b146d28f392ea0265404f67532a..a783ad04bbcf3eb6e028fc45cd30fb35b04a69f5 100644 --- a/applications/lofar2/model/pfb_os/filter_design_remez.ipynb +++ b/applications/lofar2/model/pfb_os/filter_design_remez.ipynb @@ -33,7 +33,7 @@ }, { "cell_type": "code", - "execution_count": 109, + "execution_count": 34, "id": "3563bc63", "metadata": {}, "outputs": [], @@ -45,34 +45,37 @@ }, { "cell_type": "code", - "execution_count": 110, + "execution_count": 35, "id": "f820b0ac", "metadata": {}, - "outputs": [], - "source": [ - "import dsp" - ] - }, - { - "cell_type": "code", - "execution_count": 111, - "id": "a131b5b6", - "metadata": {}, "outputs": [ { - "data": { - "text/plain": [ - "<module 'dsp' from '/dop466_0/kooistra/git/hdl/applications/lofar2/model/pfb_os/dsp.py'>" - ] - }, - "execution_count": 111, - "metadata": {}, - "output_type": "execute_result" + "name": "stdout", + "output_type": "stream", + "text": [ + "The autoreload extension is already loaded. To reload it, use:\n", + " %reload_ext autoreload\n" + ] } ], "source": [ - "import importlib\n", - "importlib.reload(dsp)" + "# Auto reload module when it is changed\n", + "%load_ext autoreload\n", + "%autoreload 2\n", + "\n", + "# Add rtdsp module path to $PYTHONPATH\n", + "import os\n", + "import sys\n", + "module_path = os.path.abspath(os.path.join('../'))\n", + "if module_path not in sys.path:\n", + " sys.path.insert(0, module_path)\n", + "\n", + "# Import rtdsp\n", + "from rtdsp.utilities import read_coefficients_file\n", + "from rtdsp.firfilter import prototype_fir_low_pass_filter\n", + "from rtdsp.fourier import dtft\n", + "from rtdsp.windows import half_cosine_window\n", + "from rtdsp.plotting import plot_power_spectrum, plot_spectra" ] }, { @@ -85,7 +88,7 @@ }, { "cell_type": "code", - "execution_count": 112, + "execution_count": 36, "id": "b01fd800", "metadata": {}, "outputs": [ @@ -131,11 +134,11 @@ "beta = 1\n", "fs = 1.0\n", "#fs = 200e6 / hpFactor # to check fsub = 195312.5 Hz for LOFAR\n", - "hPrototype = dsp.prototype_fir_low_pass_filter('remez',\n", + "hPrototype = prototype_fir_low_pass_filter('remez',\n", " Npoints, Ntaps, Ncoefs, hpFactor, transitionFactor, stopRippleFactor, beta, fs)\n", "\n", "# Apply cosine roll off window to have 1 / f stop band attenuation instead of equiripple\n", - "#hPrototype *= dsp.half_cosine_window(Ncoefs, 0.1)\n", + "#hPrototype *= rtwin.half_cosine_window(Ncoefs, 0.1)\n", "\n", "plt.plot(hPrototype, 'r', hPrototype - np.flip(hPrototype), 'r--')\n", "plt.title('Impulse response')\n", @@ -152,7 +155,7 @@ }, { "cell_type": "code", - "execution_count": 113, + "execution_count": 37, "id": "580e0fd5", "metadata": {}, "outputs": [ @@ -202,8 +205,8 @@ "#fLim = None\n", "dbLim = (-150, 5)\n", "#dbLim = None\n", - "h, f, HF = dsp.dtft(hPrototype)\n", - "dsp.plot_spectra(f, HF, Npoints, fLim, dbLim)" + "h, f, HF = dtft(hPrototype)\n", + "plot_spectra(f, HF, Npoints, fLim, dbLim)" ] }, { @@ -216,17 +219,17 @@ }, { "cell_type": "code", - "execution_count": 114, + "execution_count": 38, "id": "73baa95f", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "<matplotlib.legend.Legend at 0x7f0d97a98c70>" + "<matplotlib.legend.Legend at 0x7f8e64bdc7c0>" ] }, - "execution_count": 114, + "execution_count": 38, "metadata": {}, "output_type": "execute_result" }, @@ -248,26 +251,18 @@ "\n", "#plt.figure(0)\n", "fs = Npoints\n", - "h, f, HF = dsp.dtft(hPrototype)\n", - "dsp.plot_power_spectrum(f, HF, 'b', fs, fLim, dbLim)\n", + "h, f, HF = dtft(hPrototype)\n", + "plot_power_spectrum(f, HF, 'b', fs, fLim, dbLim)\n", "\n", "#plt.figure(1)\n", - "lofarCoefs = dsp.read_coefficients_file('../data/Coeffs16384Kaiser-quant.dat')\n", + "lofarCoefs = read_coefficients_file('../data/Coeffs16384Kaiser-quant.dat')\n", "lofarCoefs /= np.sum(lofarCoefs)\n", "fs = Npoints\n", - "h, f, HF = dsp.dtft(lofarCoefs)\n", - "dsp.plot_power_spectrum(f, HF, 'g', fs, fLim, dbLim)\n", + "h, f, HF = dtft(lofarCoefs)\n", + "plot_power_spectrum(f, HF, 'g', fs, fLim, dbLim)\n", "plt.legend(['remez', 'lofarCoefs'])" ] }, - { - "cell_type": "code", - "execution_count": null, - "id": "e5f840ab", - "metadata": {}, - "outputs": [], - "source": [] - }, { "cell_type": "code", "execution_count": null, diff --git a/applications/lofar2/model/pfb_os/filter_design_windowed_sync.ipynb b/applications/lofar2/model/pfb_os/filter_design_windowed_sync.ipynb index dd98db4449a4abf6f5cc36560c44c293ac794c78..fba4193a128eb37d9c0c8964408149d9d7a69620 100644 --- a/applications/lofar2/model/pfb_os/filter_design_windowed_sync.ipynb +++ b/applications/lofar2/model/pfb_os/filter_design_windowed_sync.ipynb @@ -34,33 +34,26 @@ { "cell_type": "code", "execution_count": 2, - "id": "f820b0ac", - "metadata": {}, - "outputs": [], - "source": [ - "import dsp" - ] - }, - { - "cell_type": "code", - "execution_count": 3, "id": "a131b5b6", "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "<module 'dsp' from '/dop466_0/kooistra/git/hdl/applications/lofar2/model/pfb_os/dsp.py'>" - ] - }, - "execution_count": 3, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ - "import importlib\n", - "importlib.reload(dsp)" + "# Auto reload module when it is changed\n", + "%load_ext autoreload\n", + "%autoreload 2\n", + "\n", + "# Add rtdsp module path to $PYTHONPATH\n", + "import os\n", + "import sys\n", + "module_path = os.path.abspath(os.path.join('../'))\n", + "if module_path not in sys.path:\n", + " sys.path.insert(0, module_path)\n", + "\n", + "# Import rtdsp\n", + "from rtdsp.utilities import read_coefficients_file, is_even, is_symmetrical\n", + "from rtdsp.firfilter import nof_taps_kaiser_window, nof_taps_remez\n", + "from rtdsp.fourier import dtft\n", + "from rtdsp.plotting import plot_two_power_spectra, plot_spectra, plot_time_response" ] }, { @@ -73,7 +66,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 3, "id": "4e185794", "metadata": {}, "outputs": [], @@ -95,7 +88,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 4, "id": "ccbe2065", "metadata": {}, "outputs": [ @@ -124,7 +117,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 5, "id": "41b37b69", "metadata": {}, "outputs": [ @@ -143,17 +136,17 @@ "nlo = -(Ncoefs // 2)\n", "n = np.arange(nlo, nlo + Ncoefs)\n", "# . h_ideal(n) = 2 fpass sinc(2 fpass n), n in Z [JOS4 4.1]\n", - "if dsp.is_even(Ncoefs):\n", + "if is_even(Ncoefs):\n", " sinc = np.sinc(2 * fpass * (n + 0.5)) # +0.5 to make symmetrical for N is even\n", "else:\n", " sinc = np.sinc(2 * fpass * n)\n", - "print('. Symmetrical sinc = %s' % dsp.is_symmetrical(sinc))\n", + "print('. Symmetrical sinc = %s' % is_symmetrical(sinc))\n", "# window\n", "if window == 'hann':\n", " win = signal.windows.hann(Ncoefs)\n", "elif window == 'kaiser':\n", " win = signal.windows.kaiser(Ncoefs, beta) \n", - "print('. Symmetrical win = %s' % dsp.is_symmetrical(win))\n", + "print('. Symmetrical win = %s' % is_symmetrical(win))\n", "# FIR coefs\n", "manualCoefs = win * sinc\n", "# Normalize DC gain\n", @@ -162,7 +155,7 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 6, "id": "80b97480", "metadata": {}, "outputs": [], @@ -176,7 +169,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 7, "id": "487f2352", "metadata": {}, "outputs": [ @@ -198,7 +191,7 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 8, "id": "72e6b0fe", "metadata": {}, "outputs": [ @@ -218,7 +211,7 @@ " -7.02698437e-10, -4.19931670e-10, -1.39415451e-10])" ] }, - "execution_count": 9, + "execution_count": 8, "metadata": {}, "output_type": "execute_result" } @@ -230,23 +223,23 @@ " coefs = firwinCoefs\n", " \n", "# Plot\n", - "h, f, HF = dsp.dtft(coefs)\n", + "h, f, HF = dtft(coefs)\n", "# Symmetrical FIR coeffients: coefs[0] = 0, coefs[1] = coefs[-1]\n", "print('. Ncoefs = %d' % len(coefs))\n", "print('. Coefs sum = %f' % np.sum(coefs))\n", - "print('. Symmetrical coefs = %s' % dsp.is_symmetrical(coefs))\n", + "print('. Symmetrical coefs = %s' % is_symmetrical(coefs))\n", "coefs" ] }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 9, "id": "0eddef92", "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", 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\n", "text/plain": [ "<Figure size 700x400 with 1 Axes>" ] @@ -256,12 +249,12 @@ } ], "source": [ - "dsp.plot_time_response(coefs)" + "plot_time_response(coefs)" ] }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 10, "id": "cecb34c7", "metadata": {}, "outputs": [ @@ -309,7 +302,7 @@ "source": [ "fLim = (-2, 2)\n", "dbLim = (-120, 5)\n", - "dsp.plot_spectra(f, HF, Npoints, fLim, dbLim)" + "plot_spectra(f, HF, Npoints, fLim, dbLim)" ] }, { @@ -322,15 +315,15 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 11, "id": "a1c86a38", "metadata": {}, "outputs": [], "source": [ "# LOFAR coefs\n", - "lofarCoefs = dsp.read_coefficients_file('../data/Coeffs16384Kaiser-quant.dat')\n", + "lofarCoefs = read_coefficients_file('../data/Coeffs16384Kaiser-quant.dat')\n", "lofarCoefs /= np.sum(lofarCoefs)\n", - "hLofar, fLofar, HFlofar = dsp.dtft(lofarCoefs)\n", + "hLofar, fLofar, HFlofar = dtft(lofarCoefs)\n", "Npoints = 1024 # = number of bins in fs, = DFT size\n", "BWbin = 1 / Npoints # bandwidth of one bin = one subband\n", "Ntaps = 16\n", @@ -339,7 +332,7 @@ }, { "cell_type": "code", - "execution_count": 14, + "execution_count": 12, "id": "29baa88c", "metadata": {}, "outputs": [], @@ -360,12 +353,12 @@ " beta = 8 # beta: 0 rect, 5 hamming, 6 hanning\n", " coefs = signal.firwin(Ncoefs, fcutoff, window=('kaiser', beta))\n", " windowLegend = window + ', beta = %.1f' % beta\n", - "hWin, fWin, HFwin = dsp.dtft(coefs)" + "hWin, fWin, HFwin = dtft(coefs)" ] }, { "cell_type": "code", - "execution_count": 15, + "execution_count": 13, "id": "cd71708c", "metadata": {}, "outputs": [ @@ -383,8 +376,8 @@ "# Estimate Ntaps\n", "fs = 1\n", "atten_db = 90\n", - "Nwin = dsp.nof_taps_kaiser_window(fs, fpass, fcutoff, atten_db)\n", - "Nremez = dsp.nof_taps_remez(fs, fpass, fcutoff, atten_db)\n", + "Nwin = nof_taps_kaiser_window(fs, fpass, fcutoff, atten_db)\n", + "Nremez = nof_taps_remez(fs, fpass, fcutoff, atten_db)\n", "print('Number of taps in LOFAR subband filter : %d' % Ncoefs)\n", "print('. Estimated number of taps for Kaiser window: %d' % Nwin)\n", "print('. Estimated number of taps for Remez : %d' % Nremez)" @@ -392,7 +385,7 @@ }, { "cell_type": "code", - "execution_count": 16, + "execution_count": 14, "id": "697c358d", "metadata": {}, "outputs": [ @@ -413,9 +406,9 @@ "fLim = (-2, 2)\n", "#fLim = None\n", "dbLim = (-120, 5)\n", - "dsp.plot_two_power_spectra(fWin, HFwin, windowLegend,\n", - " fLofar, HFlofar, 'LOFAR',\n", - " fs, fLim, dbLim)" + "plot_two_power_spectra(fWin, HFwin, windowLegend,\n", + " fLofar, HFlofar, 'LOFAR',\n", + " fs, fLim, dbLim)" ] }, { diff --git a/applications/lofar2/model/pfb_os/hilbert_transform_application.ipynb b/applications/lofar2/model/pfb_os/hilbert_transform_application.ipynb index a05919db59da69a34bb14713b3f2dd5abead8123..e79cff8dd1c6e63f59faecabdab1b7ab60e886cb 100644 --- a/applications/lofar2/model/pfb_os/hilbert_transform_application.ipynb +++ b/applications/lofar2/model/pfb_os/hilbert_transform_application.ipynb @@ -21,7 +21,7 @@ }, { "cell_type": "code", - "execution_count": 1, + "execution_count": 7, "id": "3563bc63", "metadata": {}, "outputs": [], @@ -33,39 +33,40 @@ }, { "cell_type": "code", - "execution_count": 2, - "id": "f820b0ac", - "metadata": {}, - "outputs": [], - "source": [ - "import dsp" - ] - }, - { - "cell_type": "code", - "execution_count": 3, + "execution_count": 8, "id": "a131b5b6", "metadata": {}, "outputs": [ { - "data": { - "text/plain": [ - "<module 'dsp' from '/dop466_0/kooistra/git/hdl/applications/lofar2/model/pfb_os/dsp.py'>" - ] - }, - "execution_count": 3, - "metadata": {}, - "output_type": "execute_result" + "name": "stdout", + "output_type": "stream", + "text": [ + "The autoreload extension is already loaded. To reload it, use:\n", + " %reload_ext autoreload\n" + ] } ], "source": [ - "import importlib\n", - "importlib.reload(dsp)" + "# Auto reload module when it is changed\n", + "%load_ext autoreload\n", + "%autoreload 2\n", + "\n", + "# Add rtdsp module path to $PYTHONPATH\n", + "import os\n", + "import sys\n", + "module_path = os.path.abspath(os.path.join('../'))\n", + "if module_path not in sys.path:\n", + " sys.path.insert(0, module_path)\n", + "\n", + "# Import rtdsp\n", + "from rtdsp.utilities import one_bit_quantizer, impulse_at_zero_crossing\n", + "from rtdsp.hilbert import hilbert_response, hilbert_delay\n", + "from rtdsp.plotting import plot_time_response" ] }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 9, "id": "e38f8974", "metadata": {}, "outputs": [], @@ -101,17 +102,17 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 10, "id": "9b0f2098", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "[<matplotlib.lines.Line2D at 0x7f4f81cdfd60>]" + "[<matplotlib.lines.Line2D at 0x7fbb61036b20>]" ] }, - "execution_count": 5, + "execution_count": 10, "metadata": {}, "output_type": "execute_result" }, @@ -138,9 +139,9 @@ "if modulation == 'sin':\n", " am = 1.0 + 0.5 * sin # sine wave amlitude modulation\n", "elif modulation == 'step':\n", - " am = 1.0 + 0.5 * dsp.one_bit_quantizer(sin) # square wave amlitude modulation\n", + " am = 1.0 + 0.5 * one_bit_quantizer(sin) # square wave amlitude modulation\n", "else:\n", - " am = 1.0 + 5 * dsp.impulse_at_zero_crossing(sin) # impulse amplitude modulation\n", + " am = 1.0 + 5 * impulse_at_zero_crossing(sin) # impulse amplitude modulation\n", "x *= am\n", "\n", "plt.plot(am)" @@ -148,7 +149,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 11, "id": "f9550ac3", "metadata": {}, "outputs": [ @@ -166,7 +167,7 @@ }, { "data": { - "image/png": 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\n", + "image/png": 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"text/plain": [ "<Figure size 1600x800 with 1 Axes>" ] @@ -180,8 +181,8 @@ "\n", "# Create Hilbert Transform filter\n", "if method == 'time domain':\n", - " htReal = dsp.hilbert_delay(Ntaps)\n", - " htImag = dsp.hilbert_response(Ntaps)\n", + " htReal = hilbert_delay(Ntaps)\n", + " htImag = hilbert_response(Ntaps)\n", " htComplex = htReal + 1j * htImag\n", "else: # 'complex BPF'\n", " # Start with LPF\n", @@ -212,12 +213,12 @@ "\n", "# Plot HT impulse response\n", "plt.figure(figsize=[16, 8])\n", - "dsp.plot_time_response(b.imag, name='b.imag', markers=True)" + "plot_time_response(b.imag, title='b.imag', markers=True)" ] }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 12, "id": "ac01757c", "metadata": {}, "outputs": [ diff --git a/applications/lofar2/model/pfb_os/hilbert_transform_design.ipynb b/applications/lofar2/model/pfb_os/hilbert_transform_design.ipynb index b878de285c4132d5502decc650f8f530e0410ed5..2c8149831ff8fde11c05247a053d9e89e34c4d8d 100644 --- a/applications/lofar2/model/pfb_os/hilbert_transform_design.ipynb +++ b/applications/lofar2/model/pfb_os/hilbert_transform_design.ipynb @@ -38,7 +38,7 @@ }, { "cell_type": "code", - "execution_count": 17, + "execution_count": 1, "id": "3563bc63", "metadata": {}, "outputs": [], @@ -50,39 +50,33 @@ }, { "cell_type": "code", - "execution_count": 18, - "id": "f820b0ac", - "metadata": {}, - "outputs": [], - "source": [ - "import dsp" - ] - }, - { - "cell_type": "code", - "execution_count": 19, + "execution_count": 2, "id": "a131b5b6", "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "<module 'dsp' from '/dop466_0/kooistra/git/hdl/applications/lofar2/model/pfb_os/dsp.py'>" - ] - }, - "execution_count": 19, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ - "import importlib\n", - "importlib.reload(dsp)" + "# Auto reload module when it is changed\n", + "%load_ext autoreload\n", + "%autoreload 2\n", + "\n", + "# Add rtdsp module path to $PYTHONPATH\n", + "import os\n", + "import sys\n", + "module_path = os.path.abspath(os.path.join('../'))\n", + "if module_path not in sys.path:\n", + " sys.path.insert(0, module_path)\n", + "\n", + "# Import rtdsp\n", + "from rtdsp.utilities import is_odd\n", + "from rtdsp.firfilter import nof_taps_kaiser_window, nof_taps_remez\n", + "from rtdsp.hilbert import hilbert_response, hilbert_delay\n", + "from rtdsp.fourier import dtft\n", + "from rtdsp.plotting import plot_time_response, plot_spectra" ] }, { "cell_type": "code", - "execution_count": 20, + "execution_count": 3, "id": "d5b8b6dc", "metadata": {}, "outputs": [], @@ -124,13 +118,13 @@ }, { "cell_type": "code", - "execution_count": 21, + "execution_count": 4, "id": "9b0f2098", "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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\n", "text/plain": [ "<Figure size 700x400 with 1 Axes>" ] @@ -142,14 +136,14 @@ "source": [ "# Ntaps = 15 # Figure 9.11 in LYONS\n", "# Ntaps = 14 # Figure 9.13 in LYONS\n", - "ht = dsp.hilbert_response(Ntaps)\n", + "ht = hilbert_response(Ntaps)\n", "# Plot coefs, for Ntaps is odd all even coef except [0] are zero\n", - "dsp.plot_time_response(ht, markers=True)" + "plot_time_response(ht, markers=True)" ] }, { "cell_type": "code", - "execution_count": 22, + "execution_count": 5, "id": "f9550ac3", "metadata": {}, "outputs": [ @@ -196,15 +190,15 @@ ], "source": [ "# Use zeroCenter = False to reproduce phase figures from LYONS\n", - "h, f, HF = dsp.dtft(ht, zeroCenter=False)\n", + "h, f, HF = dtft(ht, zeroCenter=False)\n", "fLim = (-0.5, 0.5)\n", "dbLim = (-25, 5)\n", - "dsp.plot_spectra(f, HF, fs, fLim, dbLim)" + "plot_spectra(f, HF, fs, fLim, dbLim)" ] }, { "cell_type": "code", - "execution_count": 23, + "execution_count": 6, "id": "bfe26804", "metadata": {}, "outputs": [ @@ -251,16 +245,16 @@ ], "source": [ "# Complex HT transfer function\n", - "if dsp.is_odd(Ntaps):\n", - " htReal = dsp.hilbert_delay(Ntaps)\n", + "if is_odd(Ntaps):\n", + " htReal = hilbert_delay(Ntaps)\n", " htComplex = htReal + 1j * ht\n", - " hc, f_hc, HF_hc = dsp.dtft(htComplex)\n", + " hc, f_hc, HF_hc = dtft(htComplex)\n", " \n", " # Plot \n", " fLim = (-0.5, 0.5)\n", " dbLim = (-160, 5)\n", " dbLim = None\n", - " dsp.plot_spectra(f_hc, HF_hc, fs, fLim, dbLim)" + " plot_spectra(f_hc, HF_hc, fs, fLim, dbLim)" ] }, { @@ -283,7 +277,7 @@ }, { "cell_type": "code", - "execution_count": 24, + "execution_count": 7, "id": "8beea98f", "metadata": {}, "outputs": [ @@ -297,7 +291,7 @@ }, { "data": { - "image/png": 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\n", + "image/png": 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\n", "text/plain": [ "<Figure size 700x400 with 1 Axes>" ] @@ -307,7 +301,7 @@ }, { "data": { - "image/png": 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\n", 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\n", "text/plain": [ "<Figure size 700x400 with 1 Axes>" ] @@ -317,7 +311,7 @@ } ], "source": [ - "Nlen = Ntaps if dsp.is_odd(Ntaps) else Ntaps - 1\n", + "Nlen = Ntaps if is_odd(Ntaps) else Ntaps - 1\n", "print('Ntaps = %d --> Nlen = %d' % (Ntaps, Nlen))\n", "print('Delay D = (Ntaps - 1) / 2 = %d' % D)\n", "impulse = np.zeros(Nlen)\n", @@ -330,15 +324,15 @@ "ht = np.imag(haScipy)\n", "# Plot coefs, for Ntaps is odd all even coef except [0] are zero\n", "plt.figure(0)\n", - "dsp.plot_time_response(hr, markers=True)\n", - "dsp.plot_time_response(impulse, markers=True)\n", + "plot_time_response(hr, markers=True)\n", + "plot_time_response(impulse, markers=True)\n", "plt.figure(1)\n", - "dsp.plot_time_response(ht, markers=True)" + "plot_time_response(ht, markers=True)" ] }, { "cell_type": "code", - "execution_count": 25, + "execution_count": 8, "id": "31e36273", "metadata": {}, "outputs": [ @@ -385,15 +379,15 @@ ], "source": [ "# Use zeroCenter = False to reproduce phase figures from LYONS\n", - "h, f, HF = dsp.dtft(ht, zeroCenter=False)\n", + "h, f, HF = dtft(ht, zeroCenter=False)\n", "fLim = (-0.5, 0.5)\n", "dbLim = (-25, 5)\n", - "dsp.plot_spectra(f, HF, fs, fLim, dbLim)" + "plot_spectra(f, HF, fs, fLim, dbLim)" ] }, { "cell_type": "code", - "execution_count": 26, + "execution_count": 9, "id": "15fe3a76", "metadata": {}, "outputs": [ @@ -442,11 +436,11 @@ "# Complex HT transfer function\n", "# . Factor 2 relates to amplitude loss in losing the negative frequency spectral enegery [LYONS 9.4.2]\n", "# and to scipy scales for this.\n", - "ha, f_ha, HF_ha = dsp.dtft(haScipy / 2)\n", + "ha, f_ha, HF_ha = dtft(haScipy / 2)\n", "fLim = (-0.5, 0.5)\n", "dbLim = (-60, 5)\n", "#dbLim = None\n", - "dsp.plot_spectra(f_ha, HF_ha, fs, fLim, dbLim)" + "plot_spectra(f_ha, HF_ha, fs, fLim, dbLim)" ] }, { @@ -473,7 +467,7 @@ }, { "cell_type": "code", - "execution_count": 27, + "execution_count": 10, "id": "7630e487", "metadata": {}, "outputs": [ @@ -509,7 +503,7 @@ }, { "cell_type": "code", - "execution_count": 28, + "execution_count": 11, "id": "1d8a893a", "metadata": {}, "outputs": [ @@ -522,7 +516,7 @@ }, { "data": { - "image/png": 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\n", 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\n", "text/plain": [ "<Figure size 700x400 with 1 Axes>" ] @@ -552,12 +546,12 @@ " lpCoefs = signal.remez(Ntaps, [0, f_pb, f_sb, 0.5], [1, 0], weight, fs=1.0)\n", "\n", "# Plot impulse response\n", - "dsp.plot_time_response(lpCoefs.real, markers=True)" + "plot_time_response(lpCoefs.real, markers=True)" ] }, { "cell_type": "code", - "execution_count": 29, + "execution_count": 12, "id": "85b54046", "metadata": {}, "outputs": [ @@ -604,7 +598,7 @@ ], "source": [ "# LPF transfer function\n", - "h_lp, f_lp, HF_lp = dsp.dtft(lpCoefs)\n", + "h_lp, f_lp, HF_lp = dtft(lpCoefs)\n", "\n", "# Plot\n", "fLim = (-0.5, 0.5)\n", @@ -614,18 +608,18 @@ "else:\n", " dbLim = (-80, 5)\n", "#dbLim = None\n", - "dsp.plot_spectra(f_lp, HF_lp, 1, fLim, dbLim)" + "plot_spectra(f_lp, HF_lp, 1, fLim, dbLim)" ] }, { "cell_type": "code", - "execution_count": 30, + "execution_count": 13, "id": "ea248e9f", "metadata": {}, "outputs": [ { "data": { - "image/png": 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"text/plain": [ "<Figure size 1600x800 with 1 Axes>" ] @@ -635,7 +629,7 @@ }, { "data": { - "image/png": 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+ "image/png": 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"text/plain": [ "<Figure size 1600x800 with 1 Axes>" ] @@ -656,14 +650,14 @@ "\n", "# Plot impulse response [HARRIS Fig. 8.10]\n", "plt.figure(figsize=[16, 8])\n", - "dsp.plot_time_response(hpCoefs.real, 'real', markers=True)\n", + "plot_time_response(hpCoefs.real, 'real', markers=True)\n", "plt.figure(figsize=[16, 8])\n", - "dsp.plot_time_response(hpCoefs.imag, 'imag', markers=True)" + "plot_time_response(hpCoefs.imag, 'imag', markers=True)" ] }, { "cell_type": "code", - "execution_count": 31, + "execution_count": 14, "id": "3f1ce5bb", "metadata": {}, "outputs": [ @@ -717,7 +711,7 @@ ], "source": [ "# . Filter transfer function\n", - "h_bp, f_bp, HF_bp = dsp.dtft(hpCoefs)\n", + "h_bp, f_bp, HF_bp = dtft(hpCoefs)\n", "\n", "# Plot\n", "fLim = (-0.5*fadc, 0.5*fadc)\n", @@ -727,7 +721,7 @@ "else:\n", " dbLim = (-80, 5)\n", "#dbLim = None\n", - "dsp.plot_spectra(f_bp, HF_bp, fadc, fLim, dbLim)\n", + "plot_spectra(f_bp, HF_bp, fadc, fLim, dbLim)\n", "\n", "print('LOFAR complex BPF fcenter = %.f MHz, fLow = %.f MHz, fHigh = %.f MHz, BW = %.f MHz' % \n", " (fcenter * fadc,\n", @@ -759,7 +753,7 @@ }, { "cell_type": "code", - "execution_count": 32, + "execution_count": 15, "id": "9743a784", "metadata": {}, "outputs": [ @@ -801,8 +795,8 @@ "w_tb = fpass / 5\n", "fstop = fpass + w_tb\n", "for a in atten_db:\n", - " Nwin = dsp.nof_taps_kaiser_window(fs, fpass, fstop, a)\n", - " Nremez = dsp.nof_taps_remez(fs, fpass, fstop, a)\n", + " Nwin = nof_taps_kaiser_window(fs, fpass, fstop, a)\n", + " Nremez = nof_taps_remez(fs, fpass, fstop, a)\n", " print(' %.4f %.4f %.f : %3d %3d' % (fpass, w_tb, a, Nremez, Nwin))\n", "print('')\n", "\n", @@ -810,8 +804,8 @@ "w_tb = fpass / 5\n", "fstop = fpass + w_tb\n", "for a in atten_db:\n", - " Nwin = dsp.nof_taps_kaiser_window(fs, fpass, fstop, a)\n", - " Nremez = dsp.nof_taps_remez(fs, fpass, fstop, a)\n", + " Nwin = nof_taps_kaiser_window(fs, fpass, fstop, a)\n", + " Nremez = nof_taps_remez(fs, fpass, fstop, a)\n", " print(' %.4f %.4f %.f : %d %d' % (fpass, w_tb, a, Nremez, Nwin))\n", "\n", "\n", diff --git a/applications/lofar2/model/pfb_os/iir_filter.ipynb b/applications/lofar2/model/pfb_os/iir_filter.ipynb index 1eedca1676a3592de8117b2d7f164b2fee068aed..eb9a2e3c8102a67b9c229f9a331c752f736f4687 100644 --- a/applications/lofar2/model/pfb_os/iir_filter.ipynb +++ b/applications/lofar2/model/pfb_os/iir_filter.ipynb @@ -30,7 +30,7 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 4, "id": "3563bc63", "metadata": {}, "outputs": [], @@ -42,39 +42,39 @@ }, { "cell_type": "code", - "execution_count": 13, - "id": "f820b0ac", - "metadata": {}, - "outputs": [], - "source": [ - "import dsp" - ] - }, - { - "cell_type": "code", - "execution_count": 14, + "execution_count": 5, "id": "a131b5b6", "metadata": {}, "outputs": [ { - "data": { - "text/plain": [ - "<module 'dsp' from '/dop466_0/kooistra/git/hdl/applications/lofar2/model/pfb_os/dsp.py'>" - ] - }, - "execution_count": 14, - "metadata": {}, - "output_type": "execute_result" + "name": "stdout", + "output_type": "stream", + "text": [ + "The autoreload extension is already loaded. To reload it, use:\n", + " %reload_ext autoreload\n" + ] } ], "source": [ - "import importlib\n", - "importlib.reload(dsp)" + "# Auto reload module when it is changed\n", + "%load_ext autoreload\n", + "%autoreload 2\n", + "\n", + "# Add rtdsp module path to $PYTHONPATH\n", + "import os\n", + "import sys\n", + "module_path = os.path.abspath(os.path.join('../'))\n", + "if module_path not in sys.path:\n", + " sys.path.insert(0, module_path)\n", + "\n", + "# Import rtdsp\n", + "from rtdsp.iirfilter import iir_biquad_butter_coefficients\n", + "from rtdsp.plotting import plot_power_spectrum, plot_iir_filter_analysis" ] }, { "cell_type": "code", - "execution_count": 15, + "execution_count": 6, "id": "e38f8974", "metadata": {}, "outputs": [], @@ -82,7 +82,7 @@ "# Fixed constants:\n", "fs = 200\n", "Ts = 1 / fs\n", - "fNyquist = fs / 2\n" + "fNyquist = fs / 2" ] }, { @@ -95,7 +95,7 @@ }, { "cell_type": "code", - "execution_count": 16, + "execution_count": 7, "id": "ea2b5233", "metadata": {}, "outputs": [], @@ -106,12 +106,12 @@ "a = [1, -alpha] # z - 0.9; Add., 1 Verzögerung\n", "#a = [1, +alpha] # z + 0.9; Subtr., 1 Verz.\n", "#a = [1, 0, -alpha] # z^2 - 0.9; Add., 2 Verz.\n", - "#a = [1, 0, +alpha] # z^2 - 0.9; Subtr., 2 Verz.\n" + "#a = [1, 0, +alpha] # z^2 - 0.9; Subtr., 2 Verz." ] }, { "cell_type": "code", - "execution_count": 17, + "execution_count": 8, "id": "80526444", "metadata": {}, "outputs": [ @@ -150,7 +150,7 @@ " # critically damped [4].\n", " Q = np.sqrt(2)\n", " BW = f0 * Q\n", - "b, a = dsp.iir_biquad_butter_coefficients(f0, BW, btype, fs=fs)\n", + "b, a = iir_biquad_butter_coefficients(f0, BW, btype, fs=fs)\n", "\n", "#b, a = signal.iirpeak(f0, Q, fs) # alternative for bandpass biquad\n", "#b, a = signal.iirnotch(f0, Q, fs) # alternative for bandstop biquad\n", @@ -162,13 +162,13 @@ }, { "cell_type": "code", - "execution_count": 18, + "execution_count": 9, "id": "92a4c9d4", "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", 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\n", "text/plain": [ "<Figure size 700x400 with 1 Axes>" ] @@ -218,11 +218,11 @@ " fLim = [f0 - BW, f0 + BW]\n", "fLim = [0, fs / 2]\n", "dbLim = [-50, 5] \n", - "dsp.plot_power_spectrum(f, HF, fmt='r', fs=fs, fLim=fLim, dbLim=dbLim)\n", + "plot_power_spectrum(f, HF, fmt='r', fs=fs, fLim=fLim, dbLim=dbLim)\n", "\n", "# Other plots for H(z) [2]\n", "show = ['zplane', 'phase spectrum', 'time response']\n", - "z, p, k = dsp.plot_iir_filter_analysis(b, a, fs=fs, whole=False, Ntime=100, step=False, show=show)" + "z, p, k = plot_iir_filter_analysis(b, a, fs=fs, whole=False, Ntime=100, step=False, show=show)" ] }, { @@ -235,7 +235,7 @@ }, { "cell_type": "code", - "execution_count": 19, + "execution_count": 10, "id": "6c78bebe", "metadata": {}, "outputs": [ @@ -291,13 +291,13 @@ }, { "cell_type": "code", - "execution_count": 20, + "execution_count": 11, "id": "256672f5", "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", 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\n", "text/plain": [ "<Figure size 700x400 with 1 Axes>" ] @@ -347,11 +347,11 @@ " fLim = [f0 - BW, f0 + BW]\n", "fLim = [0, fs / 2]\n", "dbLim = [-70, 5] \n", - "dsp.plot_power_spectrum(f, HF, fmt='r', fs=fs, fLim=fLim, dbLim=dbLim)\n", + "plot_power_spectrum(f, HF, fmt='r', fs=fs, fLim=fLim, dbLim=dbLim)\n", "\n", "# Other plots for H(z) [2]\n", "show = ['zplane', 'phase spectrum', 'time response']\n", - "z, p, k = dsp.plot_iir_filter_analysis(b, a, fs=fs, whole=False, Ntime=100, step=False, show=show)" + "z, p, k = plot_iir_filter_analysis(b, a, fs=fs, whole=False, Ntime=100, step=False, show=show)" ] }, { @@ -364,7 +364,7 @@ }, { "cell_type": "code", - "execution_count": 21, + "execution_count": 12, "id": "c262342b", "metadata": {}, "outputs": [ @@ -427,13 +427,13 @@ }, { "cell_type": "code", - "execution_count": 22, + "execution_count": 13, "id": "a9cca1ac", "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", 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\n", "text/plain": [ "<Figure size 700x400 with 1 Axes>" ] @@ -483,11 +483,11 @@ " fLim = [f0 - BW, f0 + BW]\n", "fLim = [0, fs / 2]\n", "dbLim = [-rs - 10, 5] \n", - "dsp.plot_power_spectrum(f, HF, fmt='r', fs=fs, fLim=fLim, dbLim=dbLim)\n", + "plot_power_spectrum(f, HF, fmt='r', fs=fs, fLim=fLim, dbLim=dbLim)\n", "\n", "# Other plots for H(z) [2]\n", "show = ['zplane', 'phase spectrum', 'time response']\n", - "z, p, k = dsp.plot_iir_filter_analysis(b, a, fs=fs, whole=False, Ntime=100, step=False, show=show)" + "z, p, k = plot_iir_filter_analysis(b, a, fs=fs, whole=False, Ntime=100, step=False, show=show)" ] }, { diff --git a/applications/lofar2/model/pfb_os/narrowband_noise_generator.ipynb b/applications/lofar2/model/pfb_os/narrowband_noise_generator.ipynb index 07e3a5c3addc5f763c0e8c5fde55ecacc3d90df1..6919bbd3ca6a37a91540f9bcb64b495244057503 100644 --- a/applications/lofar2/model/pfb_os/narrowband_noise_generator.ipynb +++ b/applications/lofar2/model/pfb_os/narrowband_noise_generator.ipynb @@ -20,7 +20,7 @@ }, { "cell_type": "code", - "execution_count": 60, + "execution_count": 4, "id": "02689e50", "metadata": {}, "outputs": [], @@ -32,39 +32,41 @@ }, { "cell_type": "code", - "execution_count": 61, - "id": "65235f50", - "metadata": {}, - "outputs": [], - "source": [ - "import dsp" - ] - }, - { - "cell_type": "code", - "execution_count": 62, + "execution_count": 5, "id": "acea4f0a", "metadata": {}, "outputs": [ { - "data": { - "text/plain": [ - "<module 'dsp' from '/dop466_0/kooistra/git/hdl/applications/lofar2/model/pfb_os/dsp.py'>" - ] - }, - "execution_count": 62, - "metadata": {}, - "output_type": "execute_result" + "name": "stdout", + "output_type": "stream", + "text": [ + "The autoreload extension is already loaded. To reload it, use:\n", + " %reload_ext autoreload\n" + ] } ], "source": [ - "import importlib\n", - "importlib.reload(dsp)" + "# Auto reload module when it is changed\n", + "%load_ext autoreload\n", + "%autoreload 2\n", + "\n", + "# Add rtdsp module path to $PYTHONPATH\n", + "import os\n", + "import sys\n", + "module_path = os.path.abspath(os.path.join('../'))\n", + "if module_path not in sys.path:\n", + " sys.path.insert(0, module_path)\n", + "\n", + "# Import rtdsp\n", + "from rtdsp.firfilter import prototype_fir_low_pass_filter\n", + "from rtdsp.fourier import dtft\n", + "from rtdsp.multirate import downsample, upsample\n", + "from rtdsp.plotting import plot_power_spectrum" ] }, { "cell_type": "code", - "execution_count": 63, + "execution_count": 6, "id": "55e0fe37", "metadata": {}, "outputs": [], @@ -79,7 +81,7 @@ }, { "cell_type": "code", - "execution_count": 64, + "execution_count": 7, "id": "d668de64", "metadata": {}, "outputs": [], @@ -110,7 +112,7 @@ }, { "cell_type": "code", - "execution_count": 65, + "execution_count": 8, "id": "0a69b385", "metadata": {}, "outputs": [ @@ -156,15 +158,15 @@ "transitionFactor = 0.4\n", "stopRippleFactor = 1000\n", "beta = 1\n", - "hDown = dsp.prototype_fir_low_pass_filter('firls',\n", + "hDown = prototype_fir_low_pass_filter('firls',\n", " Ndft, Ntaps, Ncoefs, hpFactorDown, transitionFactor, stopRippleFactor, beta, fs)\n", - "hUp = dsp.prototype_fir_low_pass_filter('firls',\n", + "hUp = prototype_fir_low_pass_filter('firls',\n", " Ndft, Ntaps, Ncoefs, hpFactorUp, transitionFactor, stopRippleFactor, beta, fs)" ] }, { "cell_type": "code", - "execution_count": 66, + "execution_count": 9, "id": "ca83f348", "metadata": {}, "outputs": [ @@ -200,11 +202,11 @@ "plt.figure(2)\n", "fLim = (-2 * fsub, 2 * fsub)\n", "dbLim = (-110, 5)\n", - "h, f, HF = dsp.dtft(hDown)\n", - "dsp.plot_power_spectrum(f, HF, 'r', fs, fLim, dbLim)\n", + "h, f, HF = dtft(hDown)\n", + "plot_power_spectrum(f, HF, 'r', fs, fLim, dbLim)\n", "if hpFactorUp != hpFactorDown:\n", - " h, f, HF = dsp.dtft(hUp)\n", - " dsp.plot_power_spectrum(f, HF, 'g', fs, fLim, dbLim)" + " h, f, HF = dtft(hUp)\n", + " plot_power_spectrum(f, HF, 'g', fs, fLim, dbLim)" ] }, { @@ -217,7 +219,7 @@ }, { "cell_type": "code", - "execution_count": 67, + "execution_count": 10, "id": "663cb6b8", "metadata": {}, "outputs": [], @@ -229,7 +231,7 @@ }, { "cell_type": "code", - "execution_count": 68, + "execution_count": 11, "id": "92697d15", "metadata": {}, "outputs": [], @@ -243,7 +245,7 @@ }, { "cell_type": "code", - "execution_count": 69, + "execution_count": 12, "id": "a0e9e5a3", "metadata": {}, "outputs": [], @@ -255,7 +257,7 @@ }, { "cell_type": "code", - "execution_count": 70, + "execution_count": 13, "id": "5194ed5d", "metadata": {}, "outputs": [], @@ -274,17 +276,17 @@ }, { "cell_type": "code", - "execution_count": 71, + "execution_count": 14, "id": "4dadb51c", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "1.076174154347328" + "1.0488098184107166" ] }, - "execution_count": 71, + "execution_count": 14, "metadata": {}, "output_type": "execute_result" } @@ -298,13 +300,13 @@ }, { "cell_type": "code", - "execution_count": 72, + "execution_count": 15, "id": "e08b5ba2", "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", 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HjuMkBTYxVo8VI/RhKRwY1Z4LFy4AgGpqBCE9e/YEAKxatcrvs82bN6O0tBQ9evTwbjty5AgA4Oabb/bZl+M4rF+/3u8Y3bt3BwCsXbvW7zOpbZTKykofU5j4O7Td2dnZyMvLQ79+/fweItu2bZMNaddD9+7dUVRUhB07dsi2Rwu072644Qa/ZLF6jiNHu3btEB0djW3btvmlBnC73diwYYPuY548eRInTpzw2y4eh6NHj4LjOFx11VU+ApZwXznCwsLQo0cPvPTSS94UHTTcv2PHjqhTpw62bdsmmeJCCanzbty4EZWVld52A2Rc6tWr5ydgFRcXS465XozeA2agdH/TbcL7Ww2rxooR+jAhi1HtGT9+PADiQ6GVe+65BxERERg/fryPz0x5eTlefvllAPDJmUNX4uvWrfM5zkcffYR9+/b5Hf/+++8HALz77rs+ZoL09HRVzc1rr72G8vJy7/+nT5/GhAkTEBUVhbvuugsAMcHExMRgx44dKC4u9u574cIFjBo1SvH4WqG/4fXXX/cxxezduxczZ87UfBy5vvvnn38wbty4gNsZFRWFO++8E+fOncNnn33m89nUqVNx+PBh3cesqqrCa6+95uM3tmfPHsycORMNGzbE9ddfD4D/bRs2bPAR8k+fPo1XX33V77j//POPpBaHbqM+ZREREXjyySdx4sQJvPDCC5IP73379klq7yZMmIDTp097/y8vL8frr78OwP+avnDhgo+Jq6qqCi+88IKsBlMP99xzD8LDwzF+/Hifdubn5+P9998P+PhKjBgxAgAx1wrNgnl5eV7tIt1HjmCMFSP0YeZCRrXh33//9cn4fv78eaxfvx47duxA3bp18fHHH2s+VuvWrfHxxx9jzJgx6NatG+68807ExcVh4cKFOHToEG6++WYfs+ATTzyBadOmYdiwYbjzzjtRv359bNq0CTt27MANN9yAP/74w+f4gwYNwkMPPYRp06aha9euuPXWW1FWVoZffvkFffv2xaJFiyTblZycjKKiInTr1g1Dhw5FUVERZs+ejZycHHzxxRdo2rQpALKyfuqpp/DZZ5+he/fuGDp0KPLz8/Hnn38iNTUVTZo00dGz0owYMQKzZs3CkiVL0LNnT1x33XU4f/48fvrpJ1xzzTWyv0HMJZdcgksuuQSzZ89GRkYG+vbti5MnT2LBggW44YYbTDGxfPTRR1i+fDneeOMNrFu3Dj179sSBAwewePFiXHPNNfjrr790Ha9bt25Yt24dLr74Ylx11VXIysrCL7/8gsrKSkyZMsXr+5acnIxhw4Zh3rx5uOiii3DllVciMzMTixYtwpVXXunV4lH+/vtvvPjii+jfvz/atWuH+vXr4+jRo1iwYAGio6Px9NNPe/d95513sGPHDnzxxRf4448/cMUVV6BRo0ZIT0/H3r17sXv3bmzcuNFPk9m3b190794dw4cP97mmb7vtNq+zPgCMGjUKf/31Fy677DLceeediI6OxqpVq5Ceno6BAwdKaoH00KZNG7z11lsYO3as9x6LiIjAvHnz0K1bNxw6dCig4ytxxRVXYNSoUfjyyy/RpUsXDBs2DBzHYd68eTh9+jRGjx6tuigLxlgxqgG2xTUyGCYhl8IhKiqKa926Nffkk09yJ06c8Pteamoql5qaqnjs33//nRswYABXu3ZtLioqiuvatSv32WefcRUVFX77rly5kuvfvz9Xu3ZtLjExkbv++uu57du3e0PIxSkCKisruXHjxnGtWrXiIiMjuVatWnEffvgh9++//8qmcEhNTeXOnz/PPfbYY1xSUhIXFRXFde/enZs1a5Zfe8rLy7kPPviAa9u2LRcVFcWlpKRwY8aM4QoKCiR/Ow3xP3bsmN+x5H5DUVER99JLL3FNmzbloqKiuE6dOnFTpkzx5gHTmsLh3Llz3MMPP8w1adKEi46O5rp27cp99dVX3NGjRxX7QooBAwZwUlPbiRMnuOHDh3OJiYlcbGwsd/nll3OrV6+W/W1ywJNa4NSpU9zw4cO5evXqcdHR0Vy/fv24v/76y2//goICbsyYMVyLFi24qKgorm3bttx7773HlZeX+6Up2L9/P/fMM89wPXv25OrXr89FRUVxrVq14kaMGMH9888/fseurKzkJk+ezPXv35+rU6eOd5yHDBnCff311z452Oj4HjlyhPvoo4+4Nm3acJGRkVxqair39ttvS+bymjt3LterVy8uNjaWa9CgAXfnnXdyR44ckbxWaJqGadOm+R1H6Xr45ptvuE6dOnGRkZFcs2bNuBdeeIErLi42lMJBagyV2vXdd99xF198MRcbG8vFxsZyF198sWQKE6kUDlaOFaP64OI4gb6bwWAwGAwGg2EKzCeLwWAwGAwGwwKYkMVgMBgMBoNhAUzIYjAYDAaDwbAAJmQxGAwGg8FgWAATshgMBoPBYDAsgAlZDAaDwWAwGBZQY5KRZmdnY+nSpWjRooU3USCDwWAwGAyGFZSUlNQcIWvp0qV+hXsZDAaDwWAwrKLGCFktWrQAAPzwww/o2LGjJefIyspCw4YNLTk2QxtsDOyF9b+9sP63HzYG9uKk/j9w4EDNEbKoibBjx47o1auXJeeYO3curr32WkuOzdAGGwN7Yf1vL6z/7YeNgb04rf+Z47uJtGzZ0u4m1HjYGNgL6397Yf1vP2wM7MVp/c+ELBMpLS21uwk1HjYG9sL6315Y/9sPGwN7cVr/MyHLRHJzc+1uQo2HjYG9sP63F9b/9sPGwF6c1v9MyDIRqxzqGdphY2AvrP/thfW//bAxsBen9T8TskxkxYoVdjehxsPGwF5Y/9sL63/7YWNgL07rfxfHcZzdjQgGO3bsQO/evbF9+3bLogtLSkpYolObYWNgL6z/7YX1v/2wMbAXJ/X/jh07mCbLTL799lu7m1DjYWNgL6z/7YX1v/2wMbAXp/U/02QxGAwGg8FgmAzTZJnMxIkT7W5CjYeNgb2w/rcX1v/2w8bAXpzW/0yTZSI5OTmoX7++JcdmKMBxwPjxQJ8+yOnYkY2BjbB7wF5Y/9sPGwN7cVL/M02WySxdutTuJtRM5swBXngBuPxyNgY2w/rfXlj/2w8bA3txWv8zIctEunXrZncTaiaHDnnfsjGwF9b/9sL6337YGNiL0/qfCVkmkpWVZXcTajxsDOyF9b+9sP63HzYG9uK0/mdClolUVVXZ3YQaDxsDe2H9by+s/+2HjYG9OK3/mZBlIs2aNbO7CTUeNgb2wvrfXlj/2w8bA3txWv8zIctEtm7dancTajxsDOyF9b+9sP63HzYG9uK0/mdClokMHTrU7ibUeNgY2Avrf3th/W8/bAzsxWn9z4QsE/nhhx/sbkKNh42BvbD+txfW//bDxsBenNb/LBkpI/R57z3grbfI+5pxOTMYDAbD4bBkpCbjtHT+NRE2BvbC+t9eWP/bDxsDe3Fa/zMhy0RGjBhhdxNqPGwM7IX1v72w/rcfNgb24rT+Dykh64MPPoDL5UKXLl3sbook8+bNs7sJNROXy/uWjYG9sP63F9b/9sPGwF6c1v8hI2SdPn0aH374IeLi4uxuiiz9+/e3uwk1HjYG9sL6314c1f/HjgEPPQT884/dLQkqjhqDGojT+j9khKwXXngBffv2xUUXXWR3U2Q5evSo3U2o8bAxsBfW//biqP6/6SZg+nTg4oulP9+wAXjxRaC4OKjNshpHjUENxGn9H2F3A7SwZs0azJ07Fzt37sSoUaPsbo4sMTExdjehxsPGwF5Y/9uLo/p/3z7yWlIi/TnVOERGAh98EJw2BQFHjUENxGn973ghq6qqCqNGjcKjjz6Krl27av5eWVkZysrKvP8XFhZa0TwfEhMTLT8HQxk2BvbC+t9eQrL/Dx60uwWmEpJjUI1wWv873lw4adIknDhxAu+9956u740bNw4JCQnevwEDBgAAMjIyMHnyZJSVlXlDPSdOnIjMzEzMnj0be/bswZo1a7B06VKkpaVh+vTpKCgo8Nk3NzcXM2fOxMGDB7Fs2TKsXLkS+/btw4wZM5CTk+Ozb0lJCaZOnYqjR4/ijz/+wPr167F9+3bMnTsXZ86c8dm3qqoKX3/9NdLT0/Hbb79h27Zt2LRpExYuXIhjx45hypQpfu3OysrCzz//jD179mD16tVYunQpDh06hBkzZvi1Oz8/H99//z0OHTqEv/76CytXrsTevXvx008/ITs722ff0tJSTJ06FceOHcOiRYuwYcMGbNu2Db/++ivOnDmDr776Cm63GxMnToTb7cZXX32FM2fO4Ndff8W2bduwYcMGLFq0CMeOHcPUqVNRWlrqc/zs7Gz89NNP2Lt3L1auXIm//voLhw4dwvfff4/8/HyffQsKCjBjxgwcOnQIS5cuxerVq7Fnzx78/PPPyMrKwqZNm7zjvnfvXkyZMgXHjh3DwoULsWnTJmzbtg2//fYb0tPT8fXXX6Oqqsrn+GfOnMHcuXOxfft2rF+/Hn/88QeOHj2KqVOnoqSkxGffnJwczJo1C/v27cPKlSuxbNkyHDx4EDNnzkRubq5fu6dPn460tDQsXboUa9aswZ49ezB79mxkZmb67FtWVobJkyfjxIkTWLBgATZt2oStW7di/vz5OH36NCZNmoTKykqf72RkZHg1vOvWrcPixYtx5MgRfPfddygqKvLZ9/z585g1axb279+PFStWYPny5di/fz9+/PFHXLhwwWffwsJCTJs2DWlpaViyZAnWrl2LXbt2Yc6cOX7trqiowIxPPkHmrFn4ff58/Pnnn9iyZQt+//13nDx5EpMnT0ZFRYXfvTZnzhzs2rULa9euxZIlS5CWloZp06ahsLDQZ98LFy7gxx9/xP79+7F8+XKsWLEC+/fvx6xZs3D+/HmffYuKivDdd9/hyJEjWLx4MdatW4edO3di7ty5yMjI8Nm3srISkyZNwunTpzF//nxs3boVmzZtwoIFC3DixAnL5ohZs2bVmDlCiNQcQSkqKrJ8jhDfa1bOEdu2bWNzhGiOmDx5Mk6ePInff/8dW7ZssXSO+O233xwzR2zYsMHZyUhzcnLQrl07vPbaaxgzZgwAYODAgcjOzsY+qoqWQazJ2rVrFwYMGGBpMtLMzEwkJSVZcmyGAoJkpJlnz7IxCDa1awOFhcCcOci8/HLW/zbiqDlIEPUrmSSYfn7bbYDDIsICwVFjUANxUv87PhnpG2+8gXr16hnyw4qKikKdOnW8f/Hx8Ra00Jc5c+ZYfg6GMmwMbICa4v/4g/W/zbD+tx82BvbitP53rE9WWloapkyZgs8//9xH9VxaWoqKigocP34cderUQb169WxspS8jR460uwk1HjYG9mJ7/7vdQJij146WYnv/M9gY2IzT+t+xs1F6ejrcbjdGjx6Nli1bev82b96Mw4cPo2XLlnj33XftbqYPTkvnXxNhYxAAVVUBH8LW/t++HUhIAD7/3L422Ay7/u3HEWPw8svAiBE1sparI/pfgGN9srKzs7Fu3Tq/7W+88QYKCgowYcIEtG7dWnPEYTAKRJeVlSEqKkrbzlVVwH/+A1xxBR/KzDDG++8Db74JACgrLdU+BqHIs88CS5cC27YBZibmnT8fuPtu4IcfgGHD9H2X+tY8+CDKJk2yr/979gR27SLvnTmtWY6uOchqaqhPliPGgPbt3r2AQyukWIUj+t+Do32yGjRogFtuucXvr0GDBqhduzZuueUWXSkdgsH06dO17zxzJvDaa8Bll1nWnpqIrjFwKuvWAb16kWSNYiZMICHvP/xg7jlvvRUoLQVuvz2gw1SL/g9hWP/bj6PGoKLC7hYEHUf1PxxsLgxFhgwZon3napYbxinoGgOncvnlwM6dyhpOh2pqqkX/hzCs/+2HjYG93NihA7Fu5OXZ3RQAIShkrVq1SjV9g13s3r3b7ibUeEwfg927ibZxzRpzj1tNYfeAvbD+tx82BvbS+KqriPvI6NF2NwWAg6MLQ5FGjRrZ3YQaj+ljcO21QGYmMGCAY7VHToLdA/bC+t9+2BjYS3hlJXmzfr29DfEQcposJxMeHh68k/3yC/Dzz8E7X4hg+hhkZpp7vFBn0iTgu+9kPw7qPcDwg/W//bAxYAhhQpaJpKenB+dEhYXAXXeRaLCCguCcM0QwZQz++IOkA2D4kp0NPPkk8MgjgKCagpCg3QMMSVj/2w8bgwDJzpadX0IRJmSZyEUXXRScEwmr2peWKu/rdgNjxlSrEGklAh6DgweBG28EgjWWRhGGxwcLYZF1qZxaLlfw7gGGJKz/7eeiiy4irgXl5XY3JfRcHM6cARo2BFq2tLslpsGELBNZtGiR3U3wZ/ZsYPz4gEPzQ4WAx+DIEXMaUkNx5D1Qg2D9bzFut+ouixYtAh54AIiKAk6eDEKjqhHLl5PXjIzAj2XHQlQCJmSZyKOPPqp952CtMMy4WAOF40hesAMHLD+VrjFgmA7r/wD44Qdg2bKADsH630Kefhpo1gw4f15xt0cffZTPY/fVV0FoGMPJMCHLRCZNmmR3E5zJ7NlkZdepkzXHF6xY2BjYC+t/gxw6BNx/P3D11QEdpsb0/9mzJGmvFUyYQKpxiPnf/8iidcoUxa/XmDFgaIIJWSbitMKUjmHLlqCdio2BTmi4sxY0aF9Z/xvkzBlTDlNj+j85mSTtXbXK3OOWlpLSVS+/DJw7Z+gQNWYMnA4zF1Y/nFaYsiaiOgZbthC1v4rK3/GYMYE89RQpqHz6tGnnt/UeCDUnXyEmPRCq5RzkdgNvvAEsXuz/GfXhMQvhokMtqEiGajkGVsNxJEBr5kzzjpmW5og5gQlZJjJMT2FdBwx+yJOeTtItCJxRVcegTx+i9n/2WWvb5hT++Qf45htph92vvwaKi4l5xCR03QMMnjBzpmLV/uc4YMkSYm4LFWbPBj74ALjhBrtbogl2DxhgyRISoPX338r73XknqcChIQABAPD994G3LUCYkGUi6wPNMFtUBPz3v6EX4XbuHElQWVQU3PM2a0bSLcyZ492keQyC4ITvCLp0AR57LGiTjWr/nzoFfPSRPk1idjaweXNgDXM6WjRZO3cCK1cq7qLa/z//DFx3HdCqlY7GmURmJrBihf4FZohF6AX8HDCTUFnMZ2dr22/OHJLJXWvpol9+Md4mk2BClom0bt06sAO8/jrw/PNAx47mNChQtm8HNmzw3VZQAIwcCaxdy28bOJAkqLRLO7R3r/dtwGNgJm63fZPcmjWkJBAlSMlVVfv/iiuAV18FHnxQ+0GbNgX69lX3v3GID4Yh1Np++jTQqxcweLCieVe1///8k7wKc+0Fi9RU4MorgQULzDtmoGOem6s/obPKPe2oOYhhO0zIMpEiLZqc0lKykhcIBl7oQ6SiwtR2GcLtJgk5+/cHLlzgt7/1FglLvuIKfhvVCv32W3DbKIGmMZCD4/Q5gitRVUUeildeac7x9DJgAPDXX+YeU4PAWFRURB5acivT48fJq55UBTSp45Il2r8TaigJCzt2AM2b8/8raHYCuv6thmbxXrrUd7v4uqqoIIKYcN6xgtJSoG5doE4d7eYnDTh6DMwiPx/o3JkoBoywcye5ps30wXIoTMgykfz8fPWdPv6YrOSd/MD44w/ir0MRPjAPHw5+e3TgMwZ6SzPcdRdwyy3mNOTQIaLSVjHvhCxSQoHLRfq/Th2StTk3NzhtKS0l5kQTH5RBR0nI6t1b82E0zUFO54MPgJtvJgsFKxGWv6ELWxM0z0EZgz17gIsv1reQOncO2LfPnPNPngzs3w98+KGx7w8fTjSyDzxgTnscDBOyTKR9+/bqOymZbZxiP7/xRmISDEG8Y3D4MBAdTfyRtDJ7tjWNopSUkJWfGf5FRs0kn39OoistutZ87oF//rHkHH4MHUrMiXv2BOd8ViA3nvv36zqM6hwUCibVWbPIq5S2X4wDf4+m54CQ4mIgK0vfd266Cdi2zdclACD+vCkp0t9JSgK6diULwEDRq/E/fRq45BJec+WEkkNBgglZJrJ69Wq7m+CP0sOU44gfVTXKSuwdg48+Iq/ffGNfY8R88glZ+fXtq/07Bw9qE4jKyogApebQ/9xzJLpS7GtnBqWl9twDAWZJN8TcuWQxYlYqELnoQp3+QgH1/+bNwIkT2vbdtIlE6m7cSEzjffuSB/5XX2l3YtaK0vW/YoV1bgoGBTjdY9CkCdCoEQkM0EpOjvT2664jwSVKbNyo/TxmMWYMsHVr8DVXeoVXC2BClokMHz7c7iboY/NmEr5vVGt14YJ0oWAtcBxZiQmLDpuA5jEI5gqYPiR0aiUAkCCIDz5Q3++TT4gAJZdVX/yg0us3cvw4OYcSf/4ZeveAUe64g5jV33rLnOMJr8cAtIyG+//AASIotWgh/TnHAS++CHz5Jfn/sstIzrlLLyUPz82bielq5Ehi6jMTpf5Ytw647TaywMjIINrTK64wnqTUBA2vzxj85z8kH50SeXnk1YwM9mlp6vvMnQsMGmRaAlxN2GXG3rbN9tJyTMgykWnTptndBH0EeuHXqwf062fsu7/+SnwKLrpI/3cVJkLJMZBb9QGkD776irTHTMwU4t58U32fTZvMO58UPXsCauVCXC5998BvvxHfDL3RXUYoKyPaO6OLAiHCsHCztDZC0xi9vletAoYM8d9X4dpS7X+57+7Yofy9nTuBTz8FRo8m/wv7UewLZ4WWVI3nniPpSm6+mUQ+DxoEdOumrtWh0PtHqAmW6ysVQcxvDL7+mmikDx0ic00wTWVSbf3jD3JtPfdc8NqhhpY5TogeYdjsqgA6YUKWiRgup0AnKaf4ZOlh61b1faQmqx9/JK96/QO++gpo0ADYtUvyY8kxGDdO/nhPPklW3yyBoDIandg13wMuF9FA0ESTWhDeH3l5JOeTVk3o/feTSNlANU9FRSRAwmyEhZ3p7xw0SHfwgGUlXYQLMpXafaoEsgDZsEE+OOX8ed8kq3v3EjOVFgYOJK9r1hhvGwB88w1GSqXgyc4GOnQgc83nn0t/V+u1zHHmWADsrHohftYpmanz84EvvvANVAghmJBlIobLKSip143cCBUV5EY2K5LEScLfyJGkT2TyLEmOgVR5DI4j25Vy9pjlSG1F/+l9UIk1LoFq2swsqyNVI272bKB1a6JBkeLOO4G771YObJg0ifc3pAlrx4/X3z4hWkqtvPceyQnVt6+xCEst14vMPj79v38/ESyFWbT1jHt2NtHwilPKPP64prb4MGKE9vMqHa9/f+D337Ufy+p8YMXFfHu3bCHX41VXKX9HzifqwQe1BYvMn6+nhaHP008DzzxDxj4EYUKWidxzzz3qO0lNcosWSe/7+utA/fq81kcrEyYQVXDXrsoTlpV+SXv2EIEoMzOojvX33HMP+f1qZpNt24CYGOUV4TXX6Dt5ejoZS44zzcfGNIIU6afpHtDC8OHA0aNEmJKChq7/9JP058uX81pKpXxL1DewuJj8P28eEZCMFjVPTyfaspMniZ/Sf/6j/xhq18tHH5FqBzTnmACf/r/tNqL5EV7Heu75/v2JhtdomL6QQCoOBOv+Wb7cp3qEKrt3A3FxvBbSjMz0X3yhvo8ebVuw0qhYCa1ZqSUow4G/lwlZJrKE5r6qqiKTtR7Hwi++8A9ZppPbfffJf094Y+/eTVZD8+bx2154QXsbzKK8HOjenQhX111nuNCqD2fP+t5AMhPvkiVLzMs8rzXa548/iOalWTOSTmD2bOeFlu/bZ844KOFy8feAWQjbrKfclFCbIGNaBkCE8Ysv5pPG3n47uaeGDvXdT2vONbHmpKREv5Cgtv+CBWRueeUVv498+j/QyCqaE2/uXHMFnf/9T9kZPBAfvUASgV51la/7g9o9TOfn774zfk6rufpq498tLibO+FJ+jJMnGz+ulZhlvTERJmSZSI8ePcibyZPJZN22rfYvP/OM7/9qhTIpM2aQG2HUKKBHD/K/1U7QcrhcZFUXFcVvkzP36CEvD0hOJtmZKTKmPO8YWIHUg8btJqH8woii5cuta4McWoS61FR9+6uxahWf08iDT/+bcQ5hCRnh4kEPSsIlTfEhvmeEzskTJpCca1IaZ7Xf+PnnpCzQv/9qaioA7UlVJa5HXdd/Xp45vj1GBDBhsmMxelIZ2IHU71UT7rT2kR3ljuS4+Wbg8suBsWP9nfW1pvqgKC10jEA1z3rYuJEEb7jdJBjqiSeCUhOVCVkmcpY6XdL6YEYuBIoeU9XllwNG/cGErF8f+M3w7bfa9tMzMevIMn9W6PhqNt26ERMMQCaZ554Djh1T/54ZWoD9+wM/jpTvUyAMGgTcey//v8vl2//DhhEtn170Zuq3GqoZVdIoK5GRoS+SK4BxVr3+hUJhYiJQuzZ56CgJi2raAavNeU4wt6vx9tvmCIdWzl96ofnnPvjAt6yTEcS/K9Axvfxy7fvSc116KUlD0qMHidqdPFlfzkKDMCHLRDiOI5EQVpT3ePpp8zUkwon13DmS+6ZnT3PPIcbiCZOTO35VVeDRNPv28YkPhwwhWgq9fltCsrKI39HGjeTGV0pi2Lmzr5+Z0kPx7beNt0krUufnON/+P3uWaPm0fh8gjsPR0fLnlfNftAq9yWzlIqD0zAl5edpTD4iQvf6VMKtepxMR9gfHkRQNWmvD3nij9kjKTz81p0pGMAXKzZuJf5/U+IvT3pw7R9q2dKm/MKm31u433xi+vn2YMcPY9/buJX6YQYIJWSaSUlkJJCTwjnpm8r//8X4mVtyIQrOMUbTkDJJyBP7zT9O0F8nJydIfDB5MggjM4uBB8nr0qPTnamakP/8kWZ5btyYrrN27+TByOd59V1vb3nlHfR9h+0z0H2tap05gB1ATaoYOtU7FL3VfqZVlEvtcrVgReDuSk+VLo6h+1XP9z5vnu6jIzdXn6yTui1DQJknxxx+8UDBtGknWS7XRauzaRSIp9QoRoUJBAamj+8035Dr+4gt+PpN6hv38M1lctmrluz0ykk9SqwU9pc6UkIkw98Nm/1gmZJlIiRZnQDMGXCiQBOMCMnOClXDWxfXXa89no8JOKR8wjgs8/00gSPXf9dfrP45ePwglAr1uXnvNf1tODjpccom27wfioLx7t779tf5WtULMUuP4+++kjpzauZRcB0y8v3bu3Elyz91+u+8HdeuSwt1ykZaBuDY43VxII/Zo+g6qDdV6Xdx6a2DnNxu5hZ1RnnqK+F098wzJ5SUHjVyVulZoklohhw8DP/ygrsUNRDt99dW+bhBOCzgCE7JMpW2bNsE50Usv8e8DUbsauSDNmFA5zj8J6f/+F/hxAVwvJbyYdGzNfPONb2RXMLQAwZ5cPvssuOczG7ebpHgQOryrBWnIVUjQ8pBQ0hSPGqX+fSkkrqvrr79eMrWDF6k6f1u2AP/3f8baEKrouSeN+BWK0RrIpAVxbr9AFiwU6kdsptaufXuSBFguzQpFHMkr5NQpZTePZcuINk4JjiPuNjbBhCyzWLkSMVK13dxu8x+yP//Mv7eqOKqVvPmmeiFjgxzUk/TQSi67zNrjO6DwqWkYqemoB6n7b+FC5TJBRv2U9Aq7u3aZmkfuR7059QCixRBSWUly9DkBapY3m27d9O0vjK4zMp+/9562/YwcO9AEu4C5qQ/EZulAgrLUXCgAXgg7cUL6XPv2BX+hLYAJWWYxeLD09k6d/FX3diJ3Eyvd3MeOkcSEZmUaViujkpVF8nsZEMT6LVxosFEOQUu0IqC+elPDSWr1IIRR+6EWBFFYSKIn9aJU7+7IEf/7zOTFhilldaZO9S9FpTQ/SH2mxzz/22/yQT1SJWqMIkzIq1eoeOMN/r2Zi2YzfN+ctOBauJCYpYXuBIGkFNJjGu3WzVcBQQnEFG4CTMiymkOHzC8+bJT0dKBxY/2r1EcfJZmjrfZNGDuWhNTefTcxR+ldbToVPROnntDkQFAqmjpkiPkRZy++SMbVDoSCT2kpcYSeOlX9e1J9ZFSIOXIEaNNGe/CCHgRmTENljcTO+lIPNi2ZyIUMGKBvf6VSNE5wupeyUhjl/Hmi6Z48WboAuBx//gm0a+e//dAhkqne7n4aO5b3T1SqF2s28+cTJYecOd/mfmFCVqgRyAXz1lvESZBmKtaqzRCH81oBx5EH0ObN/Kq2OoeWy2G0CKpezZSS4L90Ke+jYRaffiq9yqSUl5PqAFqg+Xu0Iu6bQYPIosEISr+hrEw9q/7bb5NrPTOTaCCmTzfWDsq775KIZk9+uge1RlzpRanGp1kPsa++ks4uHqKFgWVZs4bkJHziCb48lBJjx5IF7vXXA2lp/p//9RcpP2WG71ggWLGA0MrKlfadWwUmZAUbO800wvIPWh4IFDvb/Oqr8rmWGNZRUUGuDz2ZyuXQkjrgl18ArSV59NSXk8IKf8AFC0h+Ly0r+FdeIRrlRo20PWTl+PNP3p/KUz9vzpw55qSR0INUpKkRRo6UTuGh5DtnB//9r3/gjllICazvvqvNVUNYEihQApjzM+KBV68E9jUyrzkBoVcLazIRtp6dYR+NGsmrV8XYqW796CP7zm0WHEeECDvK7QRC797EKT3QVaKW3FlW+k2YUTpGDWHmezWMFI2WQuJ3XdGlC/Dww4EdV6+T8MaNgZ1PyI4d5h1LDaOanwsXlFMdhDoZGQF9/eWrgZndgZUtgU0arPKyBJo82iEwTVYwcZL5S6uABTivzInN5JbmYq+eVdpbbwF33aUtWatT2LmTj/ozErHmJKyowOBQCgPV8gHmpAQwSjDnGqncTk4hL8+/XmCwaNIkIG3or55Yhc3NgPLwANrx/PMBfNk5MCErWDz7LKkTppTDxk70Rg/VYK794Vp0ewr4q7XGL5jpNGsWauaA998PTjuqC8HQlmkgSlicPRT5/nvzj/nhh8DJk+Yf1wpWriSLscREICrKt6i7GmaaiYUlvHRQHg4URfL/H6kbQBuMls1xGEzIChYTJhAfl0ALMNsR7s7wcjIB2JK+BQC/YnMETkrJ4DTuvNPuFgSNGKW6jzWZzp3tboF2hOZ5PcLhunXmt0Un5+J8/z+VYE87nAQTskKNfv3sPX8N12odaMC/P55oWzMIeky+TsesHGw1nLNnz9rdBGfiEE1jdSdTJGSdjbenHU6CCVkMfWiNAKumnKnNvz8VYC3kgLnhBpsbYCI1/Loyiw7V2SG7phDCiyexJiuDCVlMyGJUX3Y1Bl4fDJyPMe+YPkKW3arwdetI2ZFABRS1jMxaEncyHMHmLVvsbgIjUAL0S6sMA8ZcA7wxGAi23SFTJFQxTRZL4cCgVDMzIAfgtuHAsbpAXjQwcbE5x80QCFkFUcTRM1Iif2LQoGVHmjQxfoy1a81pC8NecnNxzdVXW+M8zggZ5nYCxl9K3l9+Arh20iQS3RwExJos8f+O5NQpoHlzyw7PNFmMaklafSJgAcCSNuYdV6z+vuAUP+MzZ+xuAcNu6tbFcrMz9TOCT4AL3qWCqOeVLQE8+SRQN5AwP+1Qq0GCJ891rlPmRyUsnjuZkMUgVFTY3QJTSavHvz9VB6gyKfhOPGmYaYoMKtVMc8kgDKwu9T4ZhtnfkH+/s3Fwz53vySCSkkdeL4Tq/GgiTMhiEPr3t7sFpnJEIGSVRwCnTXJSzxMJWSE7iezbZ3cLGBawhflkhT4BJiEVzn1Hg6PA8lLgyZFFhayQ0GRZDBOyGNUS8eRilpCVL8r1GLKaLEa1hEUXVgMCyIWYGw3kxPL/n0g0T4uvBT9NFhOymJDFqJ6IfafEUS9GyfNMIkmetDtsEmE4iXTmm1ejOZZIXhsUAbWqgIpw34hoqykQCVlMk8WELEY1JUsU1SJOkmcUai5s7plExJotBsNO6sSzmPmaDF1MNsvnF4LBTKNA58PUXPJaWgsoreE5DBwvZG3duhUjR45E586dERcXh5SUFNx55504fPiw3U1jOJhsj8q8laeQuxmarLJwoMwzYTQtIK+FkfL7MxjBJsyuosJB4vO+QPIYYE4nu1viTGjKhEZFQJKnzncwhSzqk9WkAAjz1GV3vDbL4pJkjheyPv74Y8ybNw9XXnklJkyYgMceewxr1qxBr169sI857zJkyPIIWZ2zyKsZmiyh1iqZCVkMBxK9fr3dTbCMkgjg+WuBs7WBl6+2uzXORChkNfZossxyldACnSMTysgfwFwqHK/Ie/755zFr1ixERvJPs+HDh6Nr16746KOP8MMPP9jYOoYT4cBrstpnAwvbmxMFSE2FtQUTCBOyGE6iTjVOzbG9CcB5lA7H6hKBolGRvW1yGkIhiyZJNstVQgvUJ6t2GcmVdSGGuVQ4Xsi69NJL/ba1bdsWnTt3xoEDB2xoEcPp5EUDleHkfVuPudAMlTV1eq9TRiYRgAlZDGcRuX+/3U2wDGH+J/o/E7J8EQpZUR4hK1jmwioXUOSZD+uUAfEey3WB04Ws3FxLD+94c6EUHMchMzMTDRo0kN2nrKwM+fn53r9CVoW9xkBNhfFlvMrcFCHLc4yEUn4CYUIWw05yo4EtTYNfo84ODoime2HCYQbBxycryOZC4VxYu5z8ibc7kjvvtPTwISlk/fjjj0hPT8fw4cNl9xk3bhwSEhK8fwMGDAAAZGRkYPLkySgrK8PEiRMBABMnTkRmZiZmz56NPXv2YM2aNVi6dCnS0tIwffp0FBQU+Oybm5uLmTNn4uDBg1i2bBlWrlxp/Y+2gRMJwFcX86a3UIG2t0ExkGhieYd8gSaLCVkMu3G7gEsfAfr8HzCrq92tsZ60+uQ1usL3fwaPUMhqUEzeByuXH50fa1UBUZW8tr/A6XNkXh7mzp2LjIwMn+d8ZWUlJk2ahNOnT2P+/PnYunUrNm3ahAULFuDEiROa5IgNGzbAxXGhZcQ/ePAg+vTpg86dO2Pt2rUIDw+X3K+srAxlZWXe/3ft2oUBAwZg+/bt6NWrl/kNszhCIdgU1wLajCYFkS89Caz/zu4WaefPNsD19wG9zgDTfge6P0lWdWc/Dey4s7oC9w4DrjoCPLoDuOsOYOAxYOUMc9rNYOhhbyOg21Pk/Y2HgIU/2dseq7nk/4CtTck9t6olcPdeYNY8u1vlLFKfBU4mApu/AXJiyDzYMwPYMdn6cx9oAHQaCdQtAc5/DAy7E/i1E/DVH8BTW60/f0BYJAbt2LEjtDRZZ8+exQ033ICEhATMnTtXVsACgKioKNSpU8f7F8/yx+ji145EwAKADSnAvkb2tkcPdEVVu9xcTVZxLfIaW8E0WQz72dCcf78j2b52BAvqBtAtk7wGM8lmqEDnucRSoK5n7gtWdB+dH+M8cyM1Fzpek2UxISNk5eXl4brrrkNubi6WLFmCJk2a2N2kas3frXz/X9XClmYYokBg1qNCVllE4EnxpIQsxzt12gQH4Is+5C+kVOUhhLBG3Zk61T/pY7ZIyBJXdajpuF2+c1+9EvI+WOZCOj/GVJJXFhxECAkhq7S0FEOHDsXhw4exaNEidOrEMtFZzW5P9faL0smrcNXsdMS+U2YlxWOaLO1saA48cx35W5Nqd2uqJycSfP8/mSC9X3WgNAIo9NzXTJMlTWEkn+IioZQXsvKjgYogPOlLqJDl8ZmrzRaiAEJAyKqqqsLw4cOxceNGzJkzB/369bO7SdWe8nA+XPqB3eRVHD7tZIRCVhjH57QyU8iK80wkRbUCO2Z1ZV2K9HuGeZxI9P2/OgtZVIsVUQV0yCbvC6OYKUpInsDxPLqS1+IDwcm6XuLRpMZ65sZ4Zi4EEAJ5ssaMGYMFCxZg6NChOH/+vF/y0fvuu8+mllVfDtUnhUXrlAJD/uW3VbmA8BCw/eQLEuIBfFK8vABXVEIhi04kJUzIkkQolB8IIQE9lDieSF4TSkl6kXNBTDoZbLIEEcO1y4HYcqA4kvxmqjGp6QgXly4AEW4yh+dHk/mvYbG155czF9Z0TZbjhaxdu3YBABYuXIiFCxf6fc6ELPOhpsJumUCrCyQct7QWWTm3umBr0zRRIEiIB5hn2hMKWVQlXhZBfCHCQkD4DCaHBDmNTtWxrx3VlfJwPv9RrwxgZUteEKmOUE0WFRTqlxAhKycWaB0Cc1IwEObxo9QrIUJWMPyy5MyFNd2lwvHmwlWrVoHjONk/hvnsTiKv3TOJ5qqlZxKjK2enI1zRAeb5BghXanS1BvBqcgaPMMv0qWpsxrKLHM9DM8zNm8+yqrMmy/PbGnoyvNf3CFs5QXLqDgWopp66RwDBdX5n5kJpHC9kMYIP1WR1P0teU/LIa6j4fIiFLCs1WQAzGYrh4Fsv7UxtFmFoNlSzU7+Ez+xdEzRZDQSaLIBosoxQHk4iqM1aIHEADjYgWm27EM97AC9kBSONAzMXSsOELIYfewSaLABI9QhZ4mgmpyLMkwVYI2SFc0CkZzJhmixfCqKIeZlSFsH3HcMcqGanQTFvQqvWmiyRuZAKW0arUbx8FXDNA8CDtwTcNADAc0OAjiOBNwabczwjSJkLaa4sO82FTJPFYAjIjCO+Hi4O6HyObAs1TVaB2FxoUnkHsTqcrtiYJssXqsWKLyORToBxjQNDGq+PUhFvQgu18ld68NNkBWAu5AB87glSn92FaLUCgQMwoS95/5/+gR0rEKQ0WXWpJstGcyHzyWIwBFBTYdscPk1BqAlZwTAXAvyKjWmyfKEO2UmC+mnMd8ZchNF2ZlY1cCp+PlkBmAvPipKYHg6wBuLRuvz7qrDgZVgXI+WTFcys78xcKA0Tshg+7BaZCoHQFbJqi4QssxzfxZosZgrzhWqykgp5jUN11rLYgVCzQx+qgaYocTJmarLEhaUPNpDeTyvigCC7AoQkzYXB1GTJmAtLagGVNVjSqME/nSGF2OkdAJrmk9eMEMiwzEE+utAyTRYTsnygE3q9ksAdlBnSCFMa0IdqXnXWZEmkcACMXVdp9Xz/Px1gihGxL1ygxzOKpLkwmD5ZMuZCoGabDJmQxfBB7PQOAI090UsFUc7PcF4aQVT2gPXmwlhmLpREONkHu35aTUHo+E6v8/woe6PbrESsyQrEDC3WyKcHuHgUR3XalbJE0lwYxOjCEpG5MKqSZOgHmJDFYAAAysKBAx7VeTeBkBXvybAM+PszOA36gHdxvE+ZWY7vcuZCpsnyhfZz7XJeAKjpEUZmI3R8pw9VzmXew+x4InD7ncDv7c05XiC4XbzGivpkUeHBiB8azYxP5wWzNVmZNkV5KkUXBsNcWCwyF7rAIgwBJmQxBBxoCFSGA4klQPM8frsLQLJHmxUqQlZ8OZ+F3WxNVgxzfFdEGN0p1LIwzEOo2Ymp4DUGZvllvXQ1MK8TMGy4/drrC9G8dpqaCQNx9qdCVg+PS0SghabFmiy7TOOK0YU21C4EmPM7wIQshoCdHn+snmeJYCWkcYgJWcKJxgzH98owoFwmhQNzfPdFGHjAJllrECYjdYHXZpkhzHIAVqeS91VhwOoWgR8zEOhvTSgFIj3CZKLAD02viZRqnmiKmkCDMujxWp8nr3aZxhWjC4Pp+C6ohsHSODAhiyFgRzJ57ZXh/xkVspzu/C7OkQWY4/gu1FYxx3dlpMyFTJNlLlQzQX3ezHR+T68DnBMspnY1DvyYgSD0P6MITaR6TVFUk9XRU44oUM0TPR4tb2RXuhKl6MKSWsQdxErEmn6AmQsBJmQxBGgRskJZkxWIkCXUVkV7VmrM8V0aZi60lrJwUhwZEAhZJqZxOJbo+z8NhrGLbJE/FkDuwSjPfajXZCglFAVS9omaC+nx7NJkSc19CWXEPxWwXpvFzIXSMCGLAQCocvEr1p7VQMiqLWUuNEHIii3nTanM8V0aryarjK1krYA+LF0c/0A1U5Mljo4TJtu0gyxRZCEl0cBvrgjj+69jFnmtDA9sEUA1be1N0owZoSyclK8CfM2FYRx/bVjtl8XMhdIwIYsBgOTHKo4kD8Z2Of6fh5qQ5WMu9LwvjDS+Yi0RRRYC2hzfq1zA64OByb0NnjgEEdaOZJos86GakrolfHCHmZosmuKgqyfC2GhyzfMx5pgahTnBhBhxfqfHCnMDTQv4e9ioYFTl4sejvWfetEOTJRQ0hQtMIHh+WcxcKA0TshgAgJUtyOvlJ0jxYzHJBeTV6UIWvZmlzIXuMONaJ3H6BkCb4/vszsCHVwBPDDW3wPaBBsBbgwLP8WMFBQJtIhOyzIdqJOoKfG/M1Bic8qQ0uOIEec2K03/cKhdw2cNAzyeAn7sE1h4pnywgMCGrnkdADbTsU04s8QsDgFYXyGtBAIs5o3ijqsv8529qUrZck8XMhZIwIYsBAFjRkrwOOi79udfx3eFCllCLQhHe9EYfQpJClgbH91Ut+Pcbmxs7t5iiWsDgEcB7A4D7blPff20KMPL64I2dUNCtwyZZ0xFqsihUyCoyQciiwS0ds0g6F0C/NmtLU5ISBgBmdgusPVI+WYAxIYtqfOh3veV5DGqyqCmznqCGpDss+BHHUpGFlGCU1nG7gFIJc6FZ1TZCGSZkMZAXBSxrRd5fc0R6HypkZcY7O6u0lLkwnOOTqQYqZAknEC2O70cEJTz+rSe/nx6WtQLOeh6Eq1oqa7PKwoGb7wa+ugR4+gZzzq+GUNCtbaIZi0EQli2imKnJokJc/RIg1ZMvT2/Czp3J/PtAHeflfLISjAhZovlBS0WC6T2A9iOBBRKJWakTfcNiIK6cdzIP9qKCCo91pISsIPhklQrmQKG50Ax/2FCHCVkM/NaR5IDqmMX7YYhpVEQmkKowZxf7lRKygMBXVErmQiVN1inBw8ksIevv1r7/K+UxWp/CP5QXtwXKLQ7jrgzjV7S1y3w1LME2oVRXvJosgbkwzkQhi5rO6hcDTTxuAnoTdgoFq9MJgT1kzfTJ8qY5KPN9lVsEVLmIFvhwA2DUdf6fU1NmwyISEKNHqDDzfqDznjB9A0VJk7WhOfBL58DbIlxo+miymCabCVk1HbcLGN+PvL9vj38SUkotN7+SdLJfllSeLCDwlb6UkEVTOchpsjj4RmqZ1W801QY1dShpCjYITJRlEcCh+ua0QQ7hw6V2OV/aiHPx0U+MwBDnyALM1WTlCPyWjApZ4jQQJxKl9tKGmk+WHi2pWBhRi8rck8SbYE8m+pvcqZatkceUqdU8vicJaDIGuFeDuV8LiuZCGU3WyQRg0AjgrjuAXzsGdn660KxVBUS4+e1GHN+zY4lgu7S1+r6hABOyajiL2gF7k8iK48mtyvuGQoShVAoHwBohi6rFS2WEhwsxvlous2qaHfYISrcdIK/7G8rvKxaq/mlkThvkoP0fVUmycwv7y+7yLNUFqpGQ9MkKsI85+JoLjQpZ4np+gZSuMdUnSySMqAVmHBDdW7tF0ZJZAnMhwM87aoEek3sTk/+sbsARE1JkKJoLZTRZv7fnq1j83iGw80tFFgK+kd1aefVK4t5wm8aSToWRzq66wYSsGozbBbw9kLx/eouv+UEKGmHoZOd3OXOhJUKWirlQbFY9Z4KQlRPDaxpuOkReFYUsT8FvOtFarskSCbkRbiCSlR8yFSoEWaHJKq7FaxwDMRfSa71esbHvU0oieE2SGdGF4qzoauZCsQB0WHT/ZIkEQK2am03N+PdbmirvqwVFc6GMJutgA/59oKk2pCILAf0lzTgAS9qQ98WRwLoU5f0z44C2o4DmzwVe6NsqmJBVg/mtA3FQrV0GvLBBff+Q0mSV+263UpMlZy6kk1q4R31+Li5w3wc6yTfL4zPzH08kvlBiOPBCFQ1oECeaNBupFBq0z8yIfGNIp3CgZtlAhSwqwEVUkXvGiJDFgRc+umfq/74QulCpVeW/cDJDk6VmLjwi8qMUL1LkNFlqQoXwuIcayO+nFSPRhcKI0bR6gc1NUolIAf3mwrPxxIePsk9F8z6vE9EIno8NPFWIVTAhqwbzZR/yOnozX91eieQQqF8o9ZAHAo9yUfTJktHQ0EmNJnetDA88jJpOyO1ziNBbq4oEI0g9xC7EAPmeh8eA4+TV6tVegYSQSwUApskyB6UUDoEKWVRLSgtPGxGy8qN4M1T3s+TVqPZb6I8l9hcNhiaL+pZdeZS8ilNZiDVZXp8shXEoiPQV6szInyenwQfkNVnC31JaK7CAJrPMhSdFfaEmgK4VaLo2mJQix2xUhay8vDxUVVUFoy2MIJJWj0SluTjg8W3avhNKmiy/6EKVm/2JG4HUZ4G9MisnKXU4XbXJ+mR5JrWkQj76S2+dNTFUk9UuhyRTbO4JsRdPTgD/YKxfDLQ5T96fsljIkvKJ82qymJBlCkopHALVFopNkU0ESYi1pm6hglFcOdA83/e4ehE7lguhApKVmiz6Wy46Q17Fi5RzYk2WZxyUfLLSRccIJCiAIlUcmiKlyeLgLzBKzSFaofOjWJOl11woFubV/NXSBJrFAyZoBK1AUsjatm0bhgwZgtjYWNSvXx+rV68GAGRnZ+Pmm2/GqlWrgtlGhgX84lGtXnOEnwjVcHpCUrcLKDTgk3UsEZh8EYkeoto9MYbMhYJQeyOrbimouYLWSUvRIGQ1KeDH2HJNloQmkQqYTJNlDlIpHMzSZImFrEZFpARNVRgv8KhBBY9GRdryUGk9lhgjtQv1arJou6lGTnz/CFM4ANrMheJjmLHwEef/EiKlycqOJT5PLg7o4XE7CMSVoEROkyUQ/rUI6VQApYKhmgZVGMV6tC5JueE0/ISsDRs24LLLLkNaWhruu+8+uN18PGaDBg2Ql5eHyZMnB7WRDPOhzoW3HtD+HaeX1hE+YPREF65J5d/LOaFKqcNVzYXUd6bEWOJEKYSaLEC7kNXUI2TlR1ubfVnKXBjLzIWmwUE6hYNZebK8mh7P9RrhBpI8AoRYAyOH0IRG22g4o7oGISs3Wrs/kVgYoa9SghoHPmdYN49v2flY/jp2u/jPG+lwfKeLVKqFNiMgJl+koRNCBZbiSD5PHtViNSkAmnnmBq1CtBSlMpos4TysRZNNEytTzaGSa0p+FBkPSnmE9T6nRvATsl577TV07NgR+/fvx4cffuj3hUGDBmHz5s1BaRzDGi5EAxs90S1D/tX+PaebC+lEE1HFC0AUJSFLmCT0QAPpFZdadKHUJC+lyQok83mVi1ePtxcJWVJ+HXQyTy4gvz/a0/ZAJlM1FM2FzPE9YIoiiW8fIO2TVVwrsIoMUkIyNRlqrZMp1D7RXG6BarLE6RsA/p6qCtN+bfklI1W4Lwui+L5udYHUBQT4fjgfQ0roAHzkoxatLZ0XOni00fnRpDJDICiZCxPK+Ez0VECnQlZqLt/2QHyyvOZCkSYrupIP/NFiMqSC/MXp5DUvWl44o3Ne/WKglccdwom1XP2ErK1bt+Khhx5CVFQUXC7/u7Vp06Y4e/ZsUBrHsIbVLcjk0CGLL5uhBer4nh/tTK0EXT3WLvd3klU0Fwrs/uUR0itLJXMhIJ1JXajJMsNceDKBhNdHVpLJEeBXoVJqdaEmywXeb0Scw8hMhGNACRXH9+k9gK8vcnZmeiqsRFb6Xov0+uZcymWe1JAy9zZVuMakEEbcWWkujKkggR+A9pIxYk0dFbbyo/zHnWqpYirIgorea1RbQhcriSUkWTOgbUFB+6LVBbIgBAK/J5XMhWEc/3upgEf9wFrk8vNCIEIW1WSJF7d6s+BTIaljNl8KTe66yxFoTI2mGgkGfkJWrVq1fEyEYtLT0xEf71BVBkMTNEfL5Sf1fa92GS9YOFGbpRRhoyRkHRU5V0qZ3qRqFwrfS5kMzfbJoqbCNudJPUaAF3zVhCyA1wZYqcmSyrgfCo7vG5oDD90CPHWjdI06pyBM3yBcSMRU8tqKQEyG4jxngECTpdFcKOWTlRttzF9GSchyQd99xcHfrEaFD3eYf7+J/dOaifwaxekbAG0LCqG5l2qRAr0nlcyFgL9fFtVktcg1SZMlk8IB0Fdah15jTfN5M7WcACq8F5wc+e4nZPXt2xdz586V3LmoqAjTpk3DgAEDLG8Ywzo2e/yO+pzW9z0XnO38LldSBxD4Skjc6HTCoUkzlYSsOIGGplYV/2CT0h7Q1WViqb5IKLdLOjs8DWem/liAIEGsFiErmJqsEHN8F5bwWNTOvnaoIZW+ASDaCirMBiRkSWgimwZgLqQPd86lz0GdohRdCCjX5RNTFMmb96hwFVvBm7PEEYHedBae+4YKWbQfpEyZWvwPhRn7zbgn3S5+XpMyF9JzCc9ttpAlp8kC9NWNTRfMWbTfc2TGls6liaUhpsl65513sG3bNtxwww34888/AQC7d+/G1KlT0bt3b2RlZeHNN98MekMZ5lDlArZ6hKy+OoUswNnO73IldQB5TRYHfrLs4bGCS5kLpVZqLiiX1qHnii/XvuLmANxyF9D4RWDcZb6fiZ3eAX5yyYzz98WxQ5MllQw2FHyytjXh39PakE5EKn0DxYw0DlKaLGouNOL4HlnF+zIZMRmKUySI0aPJoouecDd/Tbogn8bBWyhbTpMlUbhai9ZWqMmiwmMgzu8FkUSIBaQXmEAQNFkyPlmAdnNhfhQfHd60QN3ULBRWnVyNxE/I6tOnDxYvXox///0XDzzwAABgzJgxeOyxx1BVVYXFixejW7duQW8owxz+aUQm4dplvOOlHpSc3z/vC7QbBXxweWBtNIoRc2FeNHGcBfj+kBJCpHyyAOXSOkaErI3NgYUec9U7A333PyRyegeISt3FEQdd4STpdvHaraBqsiTGIBR8soR+eQdlgh+cgFT6BooZaRykhORANFmA8aAPDvw8k1QovY9cok0phM7hwuGVS+Og2Vwo0GRp0doKx9AMAYf+rloSAT8UoSZLmCOrRa5AY2SCuVBSk6XRXEivrzql5Fqmwq1cu6TMhU7UZEm6SA4ePBiHDh3Crl27kJaWBrfbjdatW6N3796SzvCM0IGmKLg4nffr0YOc7XtzU+C5IeT9G1cCA04Al+n0+QoUKVMHRe4BRFersYLEiVJCiFxGY6VcWVSjEFeunvSQ8ncr/n1ZBLCwHXD/HvI/rTUmFI4j3GSSPxdPJhj6YMuJASo8zvhUMG5owqpZDSlzodN9sjj4RmcWR5IHaYqOoJBg4dWuSGh2zBCypMZPtyZLpH1SK8JMGXMN8EM3YOoCYOhhIniU1iKLCCroidFjLpQrPSOryZIxF1IhS8pfTK+5kLY/EF9NYd1CuaezUBjNieXnppQ8vlZlIJHPcikcAO3mQq8/lmes1cyFtB8TSwXznoVaeqMoxqH06NEDPXr0CFJTGMGAmkJoHhK9yGmyvhAl8fzfxcEXsoxosuhN2aBY2ZwmVwBVKVeWUJOldaLZ7AlKaFAEZMcB8zsQIaswkq/p1V6kgWxSQISsjHigh2cbXdE1LOIjn7yarCCbC53uk0UTMwJA4wJSC+2UQ4UsKWdrihm5spRSOFyIIfeB1IOUIqxbSB98WoSsQ/WB8ZeS96OuB25I46P4kgqJ2VEKXeZCmTQHcposNXMh9ZtMkhCylEy2Qg2MHk2cHEp1CylCYdSbIysfiKryFTI5yAtqSiiZC72aLDUhyzNnUaFeLccaHfO6JeZoBK3CT8has2aN4hdcLheio6PRrFkzJCc72HmBIQkVsnoazMJBJ1xh1uKKMN7E9d8lRKO1uC3ZXks+UNV0pPxJKEIhSziR0JuyvooTqpq5UMoni2pu4su1+yVQv6uX1wMvXgP83Zqkh6DbGxb515lMLgR2wVe7KDYV0u8CwTcXOj0ZKX2YNy4A2p73CFkJAE7Z2ixJsgWLAjFmarKE45dYSh6eJbWItoGWaJIiN5rPLSWu56ckZP0lCDw4kUgioKmwplSRQpe5UGYRJqfJkjMXnosnea0yJUyZaqZxDr5+dWZEHSvlyKII+8mbI8uziKDCWUU4mceUhGg5lBzftZbW8dNkqflkCYTVkBKyBg4cqNkk2LZtW7zzzjsYPny46Q1jmE+VC9iTRN73zDB2jJYXyKsw7cHmZuQGql8MPL2F+GRlxxH/oitOBNZmPWjRZFWFEfU4nQzoalVJk1Xl4gveiicgOXNhlYuYOgAy8WoplFoezk+Ad+0DPr2UTORrU3ihSazFAninT6E/AnUAbSx4ANBJK5BVsxqS0YUOd3yn451UxGfhtrrGo1HEBYmFeB3fAxBmpRYqLhDtwr/1yTWmJGRRE1qdUqIlAbQJWbsa+/7/dyv+em2uoFHUZS4UJSKlyGqyRObCeiUkoW9pLdIPSposOSGrPJw3zyWU6mu/HEo5sij0esmM901ECpDrxsXxEaAxMv5vSiimcNAo/J8RabK0mguFmqySWqTvxYthO/FzfF+yZAm6deuG9u3b49NPP8X8+fMxf/58fPLJJ2jfvj169OiBuXPn4rPPPoPL5cI999wjm/KB4SwONSAXYXwZWbEbobVHyDqeyOe9oX5EVx0lmqtBx8n/64NcFV1JyBKmXhBqk7IFEym9UcXqaaEpUKu5UChQ+GiyFB40xxKJEBhXTiaa69PI9kXt+Oi3XhLCsddPTmDCpUJZskCTVVdlZRgowtqRktGFDtVkCbVDSmWKnABtq5S50FSfLJFfo1bnd6kyOHqErCGea355K74SQ4tc+e8Z0WT5mQs1Rhe6wPfD6TrSmix6rZfIZN4Xjk1chTmaLLUcWQCvDTxVh18gt/LM5WGcoLyQQb+sEgVNlm5zoaePtZoLE0vJnBnlObfTtFmSQlZ0dDR27dqF5557DkOHDsXQoUPx/PPPY8eOHahVqxY2bdqEZ599Fjt37kTHjh3x8ccf29F2hk52eiay7pnkxjJC03yST6oinDez/O1R9V9zhLzS1BA06WmwUHJ8D+f4DMLCiU7okyU34QlXpeJJxBtdKNJk0XOEu8nNr+UBSCPcWp8nE/qNh8n/f7QDtnqErIslfOmoSVBoLqQ+c8mCB4AwMaQV0XNytSOFDx41qlzAC9cA999qbY1FIUJBW+x34zSoECNlLqQaQ6P95iMkix7YWp3fpVIuaBGy6IP/qa3kdVMzfv7olCX/PUM+WRo1WWJzIcBfH//W448n1GQJF3NKwTDRFSRoxRSfLA3mQq+GNgE4QueZC/znWgNz5ChV8MnSbS709LFaVKo4Ma9TTYZ+QtaPP/6Ie+65B5GR/ndqdHQ07r33XsyYMcP7/3333Yf9+/db31JGwHj9sQyaCgEirNCV5dG65AagyU2vOkpe+3l8WTY2D26JEiVNFiAt6AhXq/SmLqnlW0vMu0qr8BdO5fJkUa1NnKfEjxaVOdVE0ZXc1UdIWHZafWBDCtkmlUBWKkeMlLmQTujuMPVILyNQIVdcO1KPT9aC9sBnlwI/dPcPprAKoaBNhdLMePn97cSryVIwFxoVsoSaRvFChWpCqKlJDqnkoWpCVmEkkOu5DwecANrmkEXcZg1Clh5zW75eTZbIXAjwQtZ2z6KnVpVvYlihuUzqeqdjQwViM82FWjRZedHATs9zoLXAmiEnaFKyY4Fr7gdeuUr6cy3mQr2aLG+bZAQ/obkQCCEhq6ioCJmZmbJfyMjIQGEhP3MnJiYiPDzA6paMoEBvLqNO7xS6Ajpcn6+D2DaHN7X0PEsmn6w49UnZTJQc3wHph5BQiyEUzoQ3tpzTOyCfJ0sYWSh8rQiXLwZLNVFUMKpd7uvT1jZH2h9GKkeMV5MlMBdGV/JCoRV+WcLINKGiTI+QtaQN/z5Y5W2EwQ/U9COVcd8MimsBy1saKzFTFs73sZLju1HfNyqEhLn9NRL0uqNaEDmksqCrCVn04Vq7jOw79BD/WVQlnyRYCkPmQg2arCoXrx2rL6HJ2uBxhWie53uth3F8IXapcRDPC8FyfI8v54URqg0VarISVTRZky4iFouPLyNuDWIUM75r8EetDOPnLKrJor9Hqq5kSQTv20bbHjJC1uDBg/H5559j0aJFfjsvXLgQEyZMwODBg73bdu3ahRYtWljaSEbgcODNhVJ+PXro5pHBdySTBwYAXHmU/zy6kt+HZpcPBoY0WQItRjhHHHYB3wlXqm4hJVrFXEhXrPHl/p+JyZAQjEbs4t8/vUU6vFqYhZ9ORl6fLJETa6AFe5WQy7ivlEtMDF0IAMQPLRgmQ6FPVpLAQdgKbrkLuGoEMPo6/d+lD8eIKv7BIiRQTZackAzwQhb1k1Jrox5NFnU7oCatu/fxn11zRDnajfaDHk2WlujCCzF8FvW6EkIWvU6l/MWUIgyFGm6AFxKLIkk0thHU5j1KS4FQFVfuG3mcoCLsUXcFQNoNRDGFgwZzYWYcWayHu/lrhwq/VWH+AittZ5ibP37ICFkTJ05EUlISbr75ZqSkpGDQoEEYNGgQUlJScMsttyApKQlffvklAKC0tBQnT57Eo48+GvSGM/RxPJGo5GtVKavftXBxOnnd2oQPvb7ymO8+l3j22RJEIUstykbNXAhIryxLlDRZcuZC0Yo1ws2vcOUegmclTHz37QHm/QL8MA8YtUX6e3T/8ggiPHGQNhcCgTm/z+kEjLhF/kErFf4PaNdkcQD2NeL/rwoD/mmov5168RGyPP1VFGm+gHcigfdfnNpL/0NV2E4pYTvQPFly4wfwQtbxROV2G/HJov5vVIC56Azwv0XAzQdJShgl6PUsNvFLIStkSWiy6P1Rp9Q3DY1QUAGAlrn+51G63sWaLKH2SU7AOZFAhPNPL5X+XIu5EPBdXPfM8HV9UDMXHhDch1L3v1LG90QN2kbqj5VcwCfJjivn60qK2yVMREp/R8gIWSkpKdi7dy8++eQTdOzYERkZGcjIyEDHjh3xySefYO/evUhNTQVAfLIWL16M0aNHB73hDH1Q/4buZ+UT+2mFClC7koGDDYkj/FVHffcRCmLBQJh/RqrkCCDtFyXOOyQlZJlhLhSeX25FJzYXAuRhetsB4N698sEKUVUkeSlAHliFkXxyTaFWDOA1WXp9QC5EAw/cCnzfA3jqBul9pBJZAoKHTqSyj152LOlHFwcMOE62CYUuqxBmUY8v5wVns02GVMACiEBMC35rRa2On2maLImHdZMCskioDFeOvJTKgq5XyAKAJ7cB83/2NWlJkVDGF2lXM7nJJiOV0GSJF18UselSynyvJGR5q0B49hFqz+XuyZevBn7vQPLmSdXV1GIuBIA+6fx7caJoJcf3KpevmfiYhMlYKeO7Fu252B8LIHOfN+pR1C6h0zslZIQsAIiNjcXzzz+PpUuX4uDBgzh48CCWLl2K559/HnFxFmYyZFjGRo+Q1c9AUWgxzfN9nedvPOxvvqBRcNubGPM/0UtxLb6MTN0S6X3EUS4c/J1b6YrOR5OloAqXMxeKzQLC86tpssQmPi3QxIInEnlhrXYZP5lTjJoLl7Xi834tbyn9AJEzFwqFU6mkrRRhhm+66t6bpK+dRhD6ZLnAC7lmmwx3i37Lfp1aOvogalIg/XmgebKUonPDOF7gSasvfwwjju9S39FKGMcLCGoLBz2aLDoviAtxNynwdYSXcr2IUxgHqcWXkl9WWTjwu8A38deO/vto1WQN3we0Og/UKwb+b4fvZ0qarLxoYsqjSPnZKqVwoP2VGyP/LBBHFlLkIgyF6RsoVMiysqKFEQxagRmhxkaPoyaN/AuUN1cTe3hsOTB2tf/nHbPIZFMUydfcsxI6wYa7fScwIWIhpyiSd540rMmSSU8gNZmqCVlyJj4t0MSCJxL4OnxSSRyNhoyvS+Hfu8OA7RIrajlzk1rEFUWo0ehyjrw/EIRrh66SqXBulfM7Faqo5uWwgrAihThZoxgrNVkA72awR0HwNeL4niPSJutFizlKeH4lnyyqaT0v0G4KcQG4zpPLK7JSej5V1GRJLL6U7sn9DfnFDcAvloXIRU2KqV0OHJoIZHzG58iiCJ3MxYjbJb4vOPBtlFqICrVNcoKwlCZL2C4/TZYoshCQz3NoN5LryrNnz+Lbb7/Fjh07kJeXB7fbtzaKy+XC8uXLg9JARuCURPBO72ZosgDg1oPAsQlkQpGaHMM5oPcZYE0L4vzeOUA/MDUuCB6Ucooz8UOImgSiKvmJUUnIklKFy5XVEZsFAOWkfCURvIlPKjxfDaEmi7YpVULIMqrJOiDSuvzTCLhcZHKQMxdGuMkDqTyC9KXYBEM5JRCy2uaQ90paEzOocvFjRdttlfP7Px7T57X/Akva+kaDaoGu9tU0WYH6ZElpsgByP8/pLC1gAyTPVrYBTZacaU4rdUuB49BgLlSJLqwKI9dnXIVymz79i8wxNx2S7is9PlmAcpFomqSV1jLd2pT0s9B1gAogao7vALkXpVAaI7FgJC7LVSaY+6TmyAg3MYnmR5N5R+p5IWUyBqQtC0CImwv37NmDTp064f3338eRI0ewcuVKZGVlIS0tDatWrcKpU6fAccHMfsQIlDWpxJeiaT6v8TCDlDzl1Sc1GQbD+V3NHwuQELIkHImNOr7LRRdq1WQJNXFaJksxUposqbE2mpeHaiOpr52U86tUSR2KnO+aEGHtMlqR4EQCKUViFcKxoP1uhSYrJ4YX2qj/olr2dDFnVMyFgSYjlbpmhfT2mMZojigx52N4s5JwXqD9WlpLeiyFaVSMoOWaLg/ntS3i+8vHwdpz38uZCwEihH//G3C7THpIpSLRSuZCqfZTreHd+0jQUkGUb6Jct4sXOIwKqYCKkOU5PvX7zInxTWYsXGBKmQuFbZNb3NHfJNa+ezVZMo7vUposxwtZr7zyCuLj43Ho0CEsW7YMHMdhwoQJOHXqFH755RdcuHABH330UVAbWVZWhpdffhlNmjRBTEwM+vTpg7///juobQhl/mxLXof8a6zCulGC6fxOJwKpSZEiFnKkJne95kLZsjqC4tAUJcd3OvkklhobI6EmS1wAVogRTVZhJO8vRXMYSQlZ+TKaLEBbhKG3hmAh+YsvIw/toxKOtmZB21yrii/LQc21Z03UZFFTYWou0M6jpVPLni5GzqRCCTRPVqGCkAzw/kdH6knXk6NCad0S34g84fUgpcUNhrmwQEKYpvg4WHuuBzlzoRa8tTo1OL4DyubCE4nktX02nzxUaGbOi+IFW6W5Tw2lxJ9UoKFO/u4w3/mDLjDD3OQ+kkJt3qHzi5wmS9wuJZ+s7NjgJsFWw0/IWr9+PR5//HGkpKQgLIx8TM2Fd9xxB+699168+OKLQW3kgw8+iPHjx+Pee+/FhAkTEB4ejuuvvx7r1q0LajtCEbeLd5ykvgTBgmqydjdWD68OFKmVjRhxUjwpk4CkJkvB8V2trI5Wx3ehudMIVGt1LNG/AKwQOqHrEbKokFOvmI8slUpKSYVHKU2cFiFLWMbEBX5ST1PJzSTH/obAx/2VzUhCPx0q3FphLqRCVqcsXhNltiaLXl8ltYwFm4hzu4mpVwJ09vjKrWzp/7lULT+AmItiFRYYwsADI9SVuGfF0Id0bLm0yUzs+xOICVOpjJSSuVBKkyUUrKlwLhSyqIAaXxZY1LgWTVajIiCRJjQVaIuE6RvkLjtvHUKJ38hBwVwop8mSMBdSgbgiXL2ETzDxE7LcbjeSkoiOkmZzP3+ej1Pt2rUrtm/fHrQGbtmyBT///DPGjRuHTz75BI899hhWrFiB1NRUvPTSS0FrR6iyqgVwvC6xiV/3b3DP3fICufArwpWdZc2APqD1mAvF6RsAadW9Fsd3tTxZUucXosXcqUTb88ShOjsOWEcyrKB9jv9+3hQOOhzf6QSYksdPglJaGCVzoRYhK0f0sKUmQyN+WRyAO+4AXrkaeOlq+f2knKGt0GRRf6zO53h/JT0r7vJw/4zYYoTXmhFtlpq5EODrk9L8eEKoJktYy49CtVnih3i5ShZ7LWgxF6ol7BRH1ymZC9Uw0/FdGHUnJWRJ1Vc0ghafrLqlfPqQcwJTulL6BoqSJisnlvfrEi8g5DRZUovqmEpemHeSydBPyGrZsiWOHSOZJcPCwtCyZUssW7bM+/mGDRuQmJgYtAbOnTsX4eHheOyxx7zboqOj8cgjj2Djxo04dcqkcLlqSJULGDuQvL93r7SQYCUuCEyGEn5ZVS5STsEMtGiCvCkcRD5ZUuZCqYzvRvJkaXV8D1STFV/um7MnzE0iPMUYMRcKV9PUVHUhxl97p/Qg0yRkiUw0Xud3A5qsY3WB/R7BZk4n+f2ktG9Wmgs7ZvNCZKWOFfexRGKmiS2Xjz6NqiTjDhjzy5JaGIi52iNkLWnjLyDKabIA+Yc4vQ7D3NJZ7LWgJWLWG4EnJ2SJNFmBmAuNOr6LhcQql0CwLuAXTYeEmiyThCw5jRHgK8jR/hC2VUnTT6Hfk5p36CIuqZDk/NPSLilzIeBMvyy/6MJrrrkGc+bMwQcffAAAePLJJzFmzBgcPXoUHMdh1apVGDNmTNAauHPnTrRr1w516vgunS+55BIApKxP8+bNg9YeOeZ2ImVAtOLiyAUV4SaCRmmEJ8LMk+/JxREhRfzKwZMbpoxcgAll5OGdG01WF5nx5AKrXUZ8JzY2Jxf/a2ut+d1qXHyGRFJtaQo8tZXfvqQNcNft5Lf89jMpDBsIhhzftZoLAyiro1eTFchk2eMsr/XpkC3dXiOO70JVfkIpedAXRxLzlTBZZKBClnhVHogmS5j6ITeGTNJSD1ip3F5CIYuDOX6MtD2dskhfRFcQR+zzMdoCHWgftD0v3x4XyDWWH21MyNKiyRpwgrT9VAIRHIVRw0qaLDkhiz4M65bKJ9tVgz7AlUL31apB+GmyArgflfJk6fHJyownEY/hbiKA0EWH0B/yvMQcZgTaL8WR5HkkNKkKF4BS86NS3UIKbZ84MhHg3RukUs7IarIkzIUAEbJOJjpcyHr99ddx9913o6KiArVq1cKzzz6LoqIizJs3D+Hh4XjzzTfx2muvBa2BGRkZSE72jxmm286cOSP5vbKyMpSV8XeUsKi1FfzZBviul6WnMEREFTDjN39bd7CgmqzNAk1WVizJHk5vnEduBg59yZdTMAL1EVAyOciZC4UpE4zmyfIzFyo4viv6ZBlczQPE525OZ/KemnXE0IdGUSQx1Wjx4xCaLFwgq+q0+mS7ViErRkXI8kkMS4WsADRZ4txshxrw/mRCpNpMNTEltYimSW+0509diM/SK+tIPqLcaOCMpw+pdrFeCXCmFnmYS9W/E0P7oK2ECVgIFbKMJCTVImTFVgCDjpNgmsVtRUKWAU0WFWaMmgoBaROWGFVzodgnKwBnfLM0WXRx07iQzI3i0ka13OaZC8XBCVK5reqW6l+EUpT8EA8LFhBi9EQXAiGiyapbty569+7t/d/lcuGNN97AG2+8EdSGUUpKShAV5a/DjI6O9n4uxbhx4/DOO+/4bc/IyMDkyZPx4IMP4ptvvsHIkSMxceJE3HHHHVi9ejU6dOiA3NxclJSUoFWrVli/fj2GDRuGGTNmePe97777sHDhQlx88cU4ffo0wsPDcc0Rfeput4vYoenNQnM1xVaQ/zmQAqWcZ1/6PpwjK438KHKh50WR94mlZAXZqIhcaPlRZGVxfZp06YdgcekpshI72JDcTO1ygFHXkxVNai4Rjo7UA1a3AAYfUzuaPHSCV0rkqcUnSyr5nTdPlhFzoYQmSym60Ki5EACG/wN815P0xXObpPehZUg4T+i3lNZBDJ3sqamwCRWyRBOmFk2WXJHo4lq8XwbVTHTIJq8nE4nQIOeQLYU4+vFUHe1CVlwF0WwVRBFtlh4ha2dj4J7byfttTYBtU3gtVpN8fmVev4QIXlrNtvRB1E6DkAUEpsmKUxCyAOCGw7yQ9eIGfrsWTZbYVB5o+gaA93FTyvStlrBTqMkqieA1TlYJWVp8suj9RRfIyYVkDiqpRUobtb4QmO+YkMgqXruaFy0SslQ0WUrZ3ilNFXw56QJC6to2oskC9AtZc+fORf/+/TFv3jzvc/6JJ57A1KlTceONN2Lbtm1o2rQpqqqqcO7cOXTv3h1LlixRlSP27NnjL2QNHjwYr7/+Oq688krJxqxcuRLvvfceVqxYoe9XGCQmJsZHI0UpLS31fi7Fq6++iueff977/65duzBgwAAkJyfjhhtI8bWRI0f6vN55551+x2nbtq3kvvfffz8AoEOHDmTHf8hDjuFL/RKSF2hpG2BmN6DnWeCXLkTwmjsb+PoiogFc3DZAIYtO8ApClrgOlpLje1EkLwBrSuEQYDLSQB3fafvWTlPeJ4wjv/FCDHnAaxGyxJO93IQZiLmQChsRVbygUL8EaFQInIsnmimap0kLGSIBUC5dglybGxfyQpaaYCPkx278+53JwMoWvIBEs9gDgmgrjQ+DNIXVvpBAcmVp0WQBfADNuhRfM6ySJqu2nCYrwMhCgNdEK2my1BJ2ChdXtE0RVcZy1mlxfNeiyRKXmgnjSBqHfUnkemh9ITDfMTEJZUTIEo+RmibL6/iusAhqqqDJ8l7bUkKWhCarMgwo9Pxvlk/W7beTlZH4Of/EE08AAJo180+1//jjj0t+RyhHxMfH+zu+r1q1CpmZmbKNOXfuHFavlqijYhHJycnIyPCfXem2Jk2kHaGioqJQp04d7198vMnpmxmaeXgnef3oMuD+W8n7l9YDF50hpgfAt2yLEbwTvILQQB9sBVFEgJLUZAkmVToxe/MHSTx85MrqSEURKeXJCtTxXQ96nd/Fkz1V/WcIbqkqFz/xGRGyhA9boc8RLeVCo/O0QoXulFzyKpcuQUnIEh5HK2s8kZ206O/0HnwyXqEmTckRWIpgaLKkBAApWl0AOmQRx31h0etTIo2nEDlzoZb8dmpQTVZ+tHyqGFXHd4EmSzgvGPHH020uFAh4wtQbUnnRqJBNNbVZJgipFLUxktVkCVI4yEHnjsx4MvdSOPBBIVLXdqKgbyjCc4eC47tkbJfLJX9p/fvvv6hdW2eClwDo0aMHDh8+jPx8X6eizZs3ez9nOJvb95MaX5XhxLGy1xlg7CryWX9PaZbtycYze5eF86stJU1WYilfN+58jLSQFeEmOWcA/mZWWuFTc2FVmG+kpJQmSxzdKMQMx3et6BGyimvxbaOTPS1gLdQWCR/qRpKRyvmWUCFLbzFlKnTTBJpymiy5eotGIgwrw4C9HmHwf3+Q1zmdgd89ym4fIUshb5CYkgg+WaMWnyzAuhQOlOs9OfcWt+XbeM7TV1L52eQe4LkmLC4SS4nWCZB2rBaeV4smK9C8XXFKmiwpx3fBeYTChFTR5DYiIYveg8kyudP0IE7ISpHSZAn30ZLCoWExSVTKuXzvqVMJZMwiqoCu5/y/JzwfzTJPhb7aZf45zxwrZM2YMQODBw/G4MGDAQDvv/++93/hX69evTB27FhcccUVQWvg7bffjqqqKkyZMsW7raysDNOmTUOfPn0cEVnIUCaMAxb/CLy+BnhrFbD8ez5Ut0UuuVkqw40nnaRmgogqZXNbOMdPaCcT+DIbYr8L8WpNUcgSTJbUZMiBn2B9NFllvscTYobju1a0RGNR6Go6rpx/ECVLaLKkMqcLUROyvHXlRL/fiJDFgZ/Ie5wlr3IaKbks9UaErIMNyDVVu4yUQemZQfzMLsSQ2o0Dj/P76onyPOK5LxJL1H2EzPDJ0iNk/dmGPPxOeoTAuHLphYKslsTz+42mbwCItknN+V0tulCYpDdQZ3y5sjrl4SRyHPDt41pufp4Q+mVJabLECXrpPZissLjUilSR6CqXbwF1vcmaKWEc724grOBAq4F0PSetCaPnc4fx16fSNeNEISsCAIqLi5GVxYeJFBQUeLO9U1wuF+Li4vDEE0/grbfeCloD+/TpgzvuuAOvvvoqzp07hzZt2mDGjBk4fvw4vv3226C1gxEYiaXA+xJufC6QB+nmZsQkZKSQNHXMblKgHgZevwQ4H0uizQDi7Cn2tUosBU4n8BOJUpJNYV6XklrkYV1Si6zYAJFPlpK50ATHd63omYjEkYWAtCZLKnO6EDUhSy5bvBEhqzCSN2HQ78sJlGrmQj1CFs1f1CmLXIdjNgD3DSPb7tjvK8jJOYJLIYy+UjNfGRWyKsP4RYeWAIPLThKN79napIgxvZZSc6Xb6P29cpqsABcXDYvI9Sjn/K7m+E5NjufipDXcepC71oVjIg4uqFtChLILMQA8EbtSWdDFmix6fZqpyRIKWULNWt1S6YLNWsyFALkvjtUl9zJN2UMrB/Q5Lf2d6Eq+uPyFaNJGJe2nY4WsJ598Ek8++SQAkox0woQJuOmmm2xtmJDvv/8eb775JmbOnIkLFy6gW7duWLRoUVA1agzr6HzOI2TpNAlRjnlWRi1z1fetX0wcLWmIv5TfhR5NVhhHNDdlEfyKTji5xkqYC4siyeqfCoQctGWsNws9E5FUKRcpTZZSSR1AvUC0V5AV9TE1IRypR8ZDi8aDmgrjykmWekDeLCcnZCUZELKEmfEB4J695PiHGgBvr/LdVynDthit6RsA/uGtV8gSpnzQosmKqiIBLfM7An+05YUUqXqZgHzGd6q5CUSTBfgKSVLQe1nOJ0tYFNwqIYv2cWSlb21HgNz3pxP4/uAgbS6k18CxuuSeyffsb4YmSxwYBPDtiS0nEYhKKW7UhPPO54A/2vH+lVWCkm83yJR8c4H0TWY8OWdqnrLW37FClhCa7d1JREdH45NPPsEnn3xid1MYFkBD9aWKDmuBqp9bXVDeD+BNGVTrIOV3IfQDEK7w5R4+MRVEyKK+CXQyja7w1awJNWGFkYIEgLV4M0IwNFn0N2uZiKTMEfR9fjRpe2yFus+LVk2WWFvYoJhEVB2pR3KtXSuT/0sIfdA2KhL4PgVBkyV+KLoAPLlNel9dQpZGp3fAuCaLmrbC3dLmXiluSCNC1qJ2vL9ZJxlNtJU+WYAgjYOMkKWWT4p+PzeGH0ejEXtqmiwpYURsPs6P4sdEaC5sWsAv6jZ7At5iy+WLeushQWKMxFHPevMICqELJmoinNmdCJb1ioErj8p/L1EgZPm0SUGTlRPju5C1k4iTJ08a+mJKSoDhYAyGB6qBOlZXcTcfqO9E2/N8seKWGoQs+tDdm0RepYrtCicSLSv8mEogF7yWRsq5FSCq73A3cZIXCll00hCmL7AS4USkhpRjbe0yPut7RjwJJQ9YyFKI4Ox3ighZG5prE7KEEWv0QVkUSQIkxGU75DRwRoQsuSK3UugRsujiQ0u+O6+2VKKf53Qi1/TDO/0T/wq1tVoj6m44TF63NOO1H11lAtOt9MkC1H2y1MzxdT3O85XhJNcZIF+IWw1hgWjhg16pbJE4VxYV9BJLfIUXmsZhfyNgWSuyrVm+OVUJpMZIHPUsjPajv00qkloKmqJna1Pgh27AqOvI/y9uUHaaF9eTlSupA/DzuzuMLJKDYRlQI6JFixaK0YRyVFUFUPKbwRBAhaNjidr239kY6P8ImcT+t4jkIwKko1PE0Icu9cmSKrYrFLLowyeiSj47ujhXltyk44KnBFKMry+OUP1txmSphh6VupQmy+X5/0g9IoSZImTJaLIAktD2h+6kRJQW8gSTcEIZqYvnDiPaLPGDU6qsDiBI4RCvfUUs5agshxEhq7WGRYScJmtvI4Cm7wnn+LQqFK2JSIUkF5KKDlub8veTXC4zVU1WgA9DOl4ZMkKxmiYrjCParDN1gB2e+cRolQxhH5ZG8Ne+ktuBWJOldC218QhZS9rw/5uBVHShnCaLc/FJsKnwqKbJalJAFkwbmwP330a2XXUEeGGD8vdo33g1WQrXTGQVSZ+S74kSdYSQ9d133xkSshgMs6BlRc7WJoKK0qoGAP7Tn9caPXUjv733GfVziX0XpCZSKSGrtsIKX1xaR06TBZAJNjfG1wE4mE7vAC9oahKyZELEkwuIkEV9tuSEFUogmqxLPTXgNzbzr6smhXClG8aRB2t2HNHcCYUsDgo+WUW81vFsvDathhFNljiTtZiSCF6r0VrDw1QuGemidvz7+R3khSy9mtQ7/uGLvzfLI343Ukgl4uVgnk8W7XM6BkJKI/j5Qumhm+QRstyemC8twrIUwvmrqJYg2lBB4yOnyZJaBNJcWbsb+/4fKFLRhWJNVnQlb67M8whZWn2yAODLxcC19xOh95EdwJd/qt/PYhOl2nzZoJgXsszqm0CIePDBB+1uA6OGU6+EL2NyIpH30ZKiykWcJwES3UQTYHbM0vZwE9eJk5pIhTc1FYaUHj5ip26lydQbYSijyQoGXnOhQU2W8H/6uVqIfCCarC7niNkkN4ZoMS9WEabF5oT6VMgS/d6yCN4XTtzuCDcpWHu8LtGwqglZco7KcmjVZFETeu0ybY7YcpqsDQItIDWHCdGaiFTMU1tJKaeDDYlzv9xCRPh7adHt4lrEPAcEvsBQErLo/RXmVs7g3qSA14oLj6mXMI4vUSO83vVospQE9o4iv7f2CvOlHiTNhRIBOUIfqdQ8/tpR02QBRNN55jPSL1oFa7EAqpbAtmExcLQeHwBjN5LJSIWUlJTI1gdkMMzABV74oRXZ5TjYgDyQ48qBvV+T1XOYG3hvhTZTm9hvSypxojBMWcsKX2wuVFrZSeXKMqNuoR7EzqFKKGmyhJ97y3vI/AZvZnyZ2oVKmqxwDrjc4zq6uoVyewEJIUvGB034MJEaX+oreFSDr2BOLF97UYvWSyx0yEH9DVtrSN8AyCcjFabAEKYnoRjVZMVVALsmASf+CzyyU34/+nvdYfz9IfRF1PKAVkIoZIn7U+j3pWT2FQorseW8M7wRpBYVio7vYk2WgrlQXH6sr0z6A70oRRcKBRqxZkkqJ6ASwihFLYjPpxaJrVSM2g4khayTJ0/ioYceQlJSEuLj4xEfH4+kpCQ8/PDDOHHiRLDbyKgB0EnyjMqNQSNqLk4nglnal8D5j4FhB7SdR6zJksrLJXTu1PLwEZfWUfJRkMqVZUbdQj0InUPFD1shJRH8hKumyVLzeQlEkwUAA46T19Wp8u2liIWsuqJJmkKFrPgyf0dwQOArqEHIohN6wyJ/53op6AONcylnZz+iwx8LkNZkuV3+Gh7xYsaokAWQ30vTVsgRW0EWQwDf70J/rEAdVqj2sDjSf5zVrk2KUIPeMTuwyDSp613J8V1swk9X0GS1zCVVMwCgxQWgm0ywgV4UowsFfZcgup+0+mQZRez4rjaeSsWo7cBvXXnw4EFcdtllyM3NxdVXX42OHTt6t3///fdYuHAh1q1bh/bt2we9sYzqC119qAlZNPUCnViiK9WT4AlpUMybJsPc0kn8fMyFWoQsz/nFKRykVnZSpXXMqN+mh8gqvg9yYuTPS7VU0RX+SRzlNFmGhSwFTRbAJy9cm0pMxlJCEcWbE0nkrCv2f1I7ZysdARmndZgKAV7ocIeRh5rc9XXCk0ldS+QsIJ0n61wcSebo4oDuZ4FdyeS4NBu+cH8tfjVGcMGTSDKG/N7kQvP8sQByD9YvJhrF03V8FyxazfG0BBOgzb9TCanSOkrBBcJAC4CvAylnsvztF+C/fYF79yrfC3pQjC4UmQsB/n7S45NlBLHju9pco2Q6tgM/TdYrr7yCsLAw7Ny5E3/++SfGjx+P8ePHY/Hixdi1axfCwsLwyiuv2NFWRjVGq5ClJ5xdChc8viMc8OFy6RW0UMjS4pQuNoUpOb57HYBtdHwHtEUYCv2xxP1kWJMVKW0eU9Nk9ThLPsuL5tNvyCHWZIlX3lrPqcdcqKR5kIIKHYCyXxa9H7QeV0qTRR/YTQp4jZiZmiytiLW4Zl/3cg9XrZqsXhlEYxpbDjy2PbC2SGqyFPzexNGRakEUKXnAf5cCFwUoDApRjC5UMBfq8ckygpzju6wmy+nmwtWrV2P06NHo2rWr385dunTByJEjsWrVqmC0jVGDkMoiLoWecHY5nt8IFH4IvLxe+nMfIUvDKjg6xBzfAY1ClkLxWVmfLBnnbOEEXCrhl6WmVYpw88XE1UyGYiFLqqgtIF+3kEJ9dP5ppOw3BehL30DRImSlCwQkLUgKWR5tWPM83gfxRKLv95RMWWYh/r1K+Y6MQAUS+nspWn0eXQBWzAByP5JPRaEVqfqFStpCumjJjSH9ku3J92XU+d4IdHxKa5E6i4CyJsuoT5ZevObCaKAijBfSQ8Vc6CdkVVRUICZGPkthbGwsKiosElkZNRYtmiwOgWuyKEqrLnpTF0TxQoiiJkucJ0slhQPg+xC0Q5OlpUg0FXilHvB0W04smZDVtAXCsHYpk6GaVgngTYZqzu9+mqwy3+3ec3rGQC7irHMWSeNATVBK6DUXCs+rRZOlV8iqCOcflLR4c/N8XggUL2aCockS/16zFxfUvHtEpHnUUyYnjPMveWMEJZ8sKWEkoZTPtL/dE+EYWx7cOUF4H9B7Q5Mmy2KfLKFPpbCgulwdSnqNSwVB2IGfkNWzZ09MnToVeXn+noz5+fn49ttv0atXr6A0jlFz0CJknY0n5qYwt78Du5kIb15qVlF6EIjzZCmt7KTMhVrNGWailiEbEGiyJOqi1SshNdgA8sBW+w0RbqCWxyFcLGSVhfOpFOS0SgDv/L4mVXnylNVk6TQXRlfyZWJ2SaQ9EKLXXAhIm2eEcNAvZAkflLQfqLkwJY+v0ScedyPJSPVitSaLLrxoGSIKzdqfFEC0oF6UogulrnEXeO2wN++YSZnctRLhJoIdwN8rapost4vX4FvlkyVlWUgskfdFowudokhtyX6txk9x/84772DIkCHo0KEDHnroIbRrR5ISHTp0CDNmzEBOTg6++uqroDeUUb2hD5GzChm2qbYguVA++7oZ1HLzjuF0wlZaUcqZCxWjC202F2oRas8omAtdIH4kJxNJtm+awFHpN8RWAHnh/kWihQKnkialdwYRaHNiyTml8qlx4IUWVZ8sFRMlQPx09iaRLNVDD8vv59VkGTAXFsg8CC7E8GkhtBYADuf4jNcXokkagpMCcyEVNMQ5hGzRZJmswaXFk2lBbQr9rUka+9AMFFM4yPRx40KSl22TJ4K6eRBNhZQ6ZWQhmx9F5mEqbMlpsoQpWSzTZHnOXRjFj6XSgjSugg+COFbXN8DDDvw0WYMHD8bixYvRuHFjfPTRR3j44Yfx8MMP4+OPP0bjxo2xePFiDBo0yI62MqoxSUXEGb0yXN5PSO+qPhCoYHHAUy5EUZOlw1zoFMd3Lblk6MNZLjyfPvhpGZKEUuVIT7kIQyrsxFQoZ3+OrOI1SwcbSO9TGkEi6QB1nywtJkpauJaWMJEjXaeDOiAtcAuh13u9Yn0RtN6cS57r6pTAXEgFjUwZTZalju+irO9ma7Jodu9/6/nmf6O/NZiaLCpIaXV8B3gB/W9PTUIqNAYTYRqHvCiSYgSQ12QJf5+Vju80/Qe979W0/tSf8lB9+X3+rQe8MwDY0jTwNirhp8nav38/rrrqKuzcuRNnz5715sVKTU1F48YqOnMGwyARbvIAOFubPFykEgEqOWKbTXIhcFioodEQXagnhQN9qHFQT65nBVSlrqTJUhWyPONAhSy1cZEVslSyxQtplwNsbwIclpk86YM7zM33tZpPlpIm69ojRPjfmUxMx1Jm6qJaxGEZMNcn64wBZ3qAXKsnEnkNqdBcSO+rnFjfEkVFFpt8AOt9slrkksSmpbWIZpFet1T70dgpmiyZPqaCQbFnv/Y2CFlCEzadl2LLfS0HQiGLLiijKwLLK6ZEOEcE5IzafLUCtbHskA1sSJFfjAGk1NTbg0g1hKXmNdcPP01Wly5d0K1bN3z44YcoKipCnz590KdPHyZgMSyHakbkHvx2aLIoSje1X1kdJU2WSHtRGEnq4wE2abJkHLrdLv7hnKqiyaKOumrjIidkqdU9FNJOxiREEWpHqDJDzidLrag1QIQSmmF7Sm/pfWgfxpdpExQpUlpNIV4NjE7hQKjJKg/nFyfN84jzd5ibaCiEGmMtfREoVvtkRbj5tBtUCOdgvB8DQVyvEFCP4OwoMn8rlRezCuEYySVJThAIYloWKmZA5+NdOoQsQFnI+qs1eb3mSGBtU8NPyPr666/RsGFDvPXWW2jXrh169+6NTz75hGV6Z1iOWhoHuTp6lrRFdA4lAUJcVkcxhYPowUonsshK69TtUjQV+GRJLUAzPQksw9zyv52O11GPwKM2LmrmQi0TNRWy1DRZwgd3gsBcKPytWsyFAKnPBwDf9JJOPyH0x9LjqKxmLjQaEEH3vxDtGV8Xub4aFhOtAI2yE5oM7RCyrDCTU3Py3kb8Oaj5OJAyOXox4pMlLq59cbr57VJDWCRaXByaItRk0YWLXKSfWVChitaW1Cpk7Wsk/XlZOJ8K5uqjgbdPCT8h6/HHH8fy5cuRnp6OCRMmIC4uDq+88gpatWqFfv36YcKECThzxsQMaAyGB/qQPisjZNmlyapVJV+TD5Avq6NFkyU0mQQzkohOUhUyPnDUVNi0QN5PSixUqZnKYlTMhVo0Wa09fjdyCUKlhCz63h3mmzpDq3B30yGiBcqOA2Z39v/cmyNLp6OymrnQqJAlLDZMtZHN83lzjpTzO22DlQ9L8e/Vk1pBKz09+a3ow5hexw2LfNOIWI2SkCWnyeqeyc87vc4ozzlWIaxfKKfJ8hGygiCcA/xcozUQ5BKPgPpPI36OFbIuhZhlkwqBriaVJZJDtkB0UlISRo4ciTVr1uDkyZP47LPP4HK5MGbMGKSmaiggxmDoxJv1WMZcGEyfLJpzByDOzEr+BuKyOnRildJMecvqeCanYBeHpkRWAY0UzLM0WaVUAW2K2Mm7nYoPCe0PcZFoPZqs5gJfskqJ2UtKyIqu5NNHCP2ytAp3EW7gSY82a+Il/p+rZeeWQ81cqJbZWg5hsWFhZCFFyvmdaiSsfFgKM75zsEbIoqVxqO8OTcFiZcoXKaTK6qg5vodxwPe/AbceACYvsrZ9cggFYbkEw8JFCzWVJ1gtZOlw3wDIQqJtDtHirkvx/3yOZ7F0w2HrF7eyQpaQ5ORkdO7cGR07dkRsbCzcbhOytTEYItTMhcHUZHUXrG7Uonz8yupoMBcWRRK/p2AXhxZCBRZxiRWA93kSCptihLXeAHVHXTXHdy2arKRC4tzsDpO+TqSELBek/bL0CHeP7iCJSbc29e+vdAPpG4TnNdtc6KPJEkQWUqjZjObKKgvnNQTBMhcWRPG50czU2PT0hOsfaEjuR7uELPG1XhHGmy2VgguuOgr8+ou55XL0IIwuzKFClmh8Yir4RQsV4q02F4oXMFSjrcTVHl+rX7r4bi+qBczpRN7fvS/wtqkhK2RxHIeVK1fiiSeeQHJyMoYMGYLff/8dd911F/766y/rW8aocTRWMBdWhvEPhWD4ZLW6wBflvSFNeV9hniwOAqFBKrOz4CEm9HsIZiJSijevkIR/0yGPw6iS822jIt8VpljoEmOGT1Y455vRWYy3OLRIWJDKlaUnqrFhMV/WZ2E738/UivnKYZm5UEKTJdRIJomELKEmzUohiwq652N4LVZsubm+iE3ziYa2KgzY1oQ3K9stZAnL61iZJiNQpKILxdefcNFCC5hbbS7snOX7v5ayaiN2k9dfOgNLW/P+mF/2Ac7HEkFt0DFTmymJnxvn2rVrMXv2bMydOxfnzp1DnTp1cMstt2D48OG46qqrEBEh4fnJYJhAsoK5MDOOqH7D3cS/wmrCOGDldGB9CnDnP8r7CvNklUXwK3SpiSe6kjxYiiPJStGOHFkUJSfygxqELAAYuwp4Yijw8jr1h6UZmiyAmL5OJBItTb/Tvp/JRaxJ5cryCncaz3vjYWBNCxKVNGoLv/2UhElOC2rmQqNCFjW/ZcXxpXWEaTjEmiwq5MWVy2fRNgN63qxYa0yFABEABh4HZncBVrTkHZ87Zil9y3zEtQupP1ZElbWJlANFKPhTX0ypeqSJpeT6om4FVpsLhX5T9Yu1CaqXpAO3/wPM7QwMuZ8sCFufJykbAOCNNdZe7xQ/iWnAgAGIj4/H0KFDMXz4cAwZMgSRkTL6bAbDRISaLA6+tnIqeDUuDM6NAZDUBal71fcT5skq0LBirV9ChKzzMfbkyKK0lxGyOPBClpoJ8PHtwD17tWmhzNBkAYJCwBKaLLloJ6lcWWoFosXQ2okbmvtWJTgtcC7Xg1ZNlt5rQ5holgqVqRJCFnV8D5bzMj1vYRSvYTNbyAKAK48RIWtZK+L4DAQ/67efJkvFH8spCKMLaSJSKSGfLlpOBkmTlVAGXHUEWNYaeHCX9u9Nn0/un++7k2cIfY48vAMYoeM4geAnZM2ZMwc33HADoqMlXPIZDAuhpqeSWuQmF66OlEq82I3QXEgfmPFl8s7y9UqI9iMn1p66hRSqyRLnkjmeSLQrtaq0+T5oFVKoxi9gTRYVshL8P6NClFxEFBXCKsNI0ko95+3pKetzPpb0WacsIlhneTRCujVZKj5ZRk3JzQTBAVRrkiLh+C7WZFntV1O7jKSSKI/gKylYIWRd+y95XeeJz4qp4FM7BAtxxne1RKROQRhdSDXySkKWV5MVhEXiT/OAtSnAdf9q/05cBTBlIfDfJcCeJGB/Q1IZ4PITwYvm9vPJGjZsGBOwGLYQU8nfrGKTYTBzZOlFaC7Ukm+Iqt/Px/APumAmSqR0yiLmi8x4X60QrZ3W4ywQZaJpwxtdaJImS9EnS6zJEvlkCQUbreet5Qb6esyTNGKJtiGmQr8wRIW7wijfMjAA+d+oAJ5cQLLUl0eQYwPS5sJMkZBltTbCJTj3/obk1QohKzWPaD0o1xwx9zrWgliTFYyyRWYg1K7KOb4D/i4bDS0YRzENioFbD+orMUWJqyCuBY/sBK4IooAFaIwuZDCChZzzO/3fiZosai4sj+Af4koPLPrQPB/DP+iCmSiRElvBR1FSPwWAFEMGeIHCzPMBgWuy6DUirr8H+BeHpoh9sug5oyr1+chQ53faX948VHn6J27hNVIo0mYVRGor6SRFLbfv9dQk39dfTuiTxSF4QhbAP4xp5m6rFk3/+Zv0W3wZ8b0JNnKO704XsoTRhUpCvjiSNhh+sqEKE7IYjkIujQMVsoJZf0wrQk0INWsqaUfopJUj0GTZIWQBwKWnyOvfnhITHEhNL4A4EJuJWT5ZXiFLIYWDX3ShyCdLr9M7hfbXRo+2j5pL9PpjAWRFHu72bQ+FPuBiKowl0RRG04kjs+i1Vu7RvAYjR5b43Ac9miy9EZla6XkWOPFf4Nwn9qRDEF7rHNSzvTsFeg3kxPBmcCktuziNjl3zVyjAhCyGo5BLSOpkISu6kviaALyfkKK5UKDJslvIuvUAeZ3biTjnrk0FjtUlD/drdfg+aMEsTVaSjLYT4AUGsSbLW2omRnROnQ89qt073IBEyNGgAbVcalK4IO/8HqivnjCdRjdRRuuYSr6vM+MFPllBFLIoVglZABnbYGZ5F0Kvdc5F/PZCxfGdak3dYaTtEVXSpkAmZGmHCVkMRyFXWsfJQhbAP6Co+UhJYKAPzjO1gXyPUJBk0yQ14ATQ6jwRToYNBx6/kWx/YLf5Trpma7IKovyPJeeTVVcg2AL6ilL7HKeUTwewsRkvZKlFYcohl8Yh0EoAVwhKzUoVwBU6v1+QEUytoKUov5GVQpadCM2zxbVCx/G9djmQKLjmkgulA3iEJaRcnH3zVyjAhCyGowhFcyHAP6A0abI8K8MDHpNJrargROdIEcYBkxaRQtBL2xAzTnIByX9lNmZpsuqUEV8qwNcvqzycd6qX02RR4UUuClEL1GS4oTlwiApZKvnE5JCLMDRaUody+35gzAbgnZV85mshQud3mrNKKh+S2bQVRatqiV4NRcI5/hoVCllO12QBvkESctU1hMlA65UYc0avKTAhi+EopBzfOThfyKJCkleTpTCZUqdRmsOncWFwo13EXH0UWD0deGQH8PwGYNNUaxySpQpEC/1VtGqyXJD2yxImGhULuV5zYbTvqxHtDRWylrfi01+I/Z60YpW5MMINfPoX8NZq6WtL6PyeY1FiUCmEZtWGRcGJSrML4aKiKER8sgDfnGopMmlJGhfyLhJiczTDF5a+neEopLK+50fxOY2cqpam5kJaK03JzCOeuMQmFDu47CT5sxKpAtFFkXzSQz2mu6RC4nQuFMapdqp2mX/CWllNlgEhhgpZW5uS1+QC/TmyKGrmQqvypwlL63g1WUHI1SasCapWhinUia0gGsniWsFL+GoGwnqlSvnFvl0AjO8HvLvS+jaFMkyTxXAUXsd3wcOTPkjrlJpb58xMqEYkVyG3DEUsZKUafECHGlLmQmomC3PrG1upNA5yTu8AbxbMjybFeqk5zogmq322r0ZmwHHjmkirNFlqCLO+03xIwdBkRVcCUxYAF6UDHyy3/nx2IiytkycT9epEhIuti9Pl97tvD7BjsvWLs1CHCVkMR0F9ss7HAmWejMNONxUC/j5VSv4tsRVAA4FGLtjFa+1CUsgSRPnpEVSoJkZKkyXl3yYUpnKj5WscasEF4NlN/P+Pbdd/DIqcT5bV5ZYaSWmygmS6+78dwNZvgN7VXJNFr8O8qOBl1TeDoYeA2/aTun9SQRMMfTBzIcNR1CshjuAV4WSVnZIXIkKWaIWqphXolAWs8Whhgl1XzS68QlYkX5vSaL4qJZ8sKcEpwk0ecHnRRIt1IQDHdwB4cisRShoWA4OOGzsGIG8uNFpSRyvCNBjng6jJqknQOSEvmr82Q0GTFVUFzJttdyuqD0yTxXAUQqdmajIMBSFL/DBU828RPpipj091R2gOLPUs74zmq5IKkJBLREoRpnEIRJMFkOt0+D/A4GPGvk+x21y4rxHJieTimJBlNl4Xgmj5wuWM6g/TZDEcR3IBSYVAH6DUCd6pTu+Af6izmunlmU0kEvHSU84WHs1EmBiyuBb536gmSyohqZJPFkAEluN1iQBDfbKM5qEyCzVzoVVCFr1eaZ8lF5ByPAzz8BGyQkiTxTAXJmQxHIc46zstwuvkxIVNRW0T1/YSU7eUROfUJCLcvCm4pBaAEos0WQpCFkBMcYFqsszCLk1Wi1ySzbvS4/dopCwQQxmhTxbTZNVcmLmQ4TjEWd9PehJ8yuVscQJCATCpkCXnk0Ps/G5Uk5UsMCnTbA1qgpMwjYPVjuVasSuFQy23b6i+k++tUIVehxdiQiuFA8NcmJDFcBxinyya4NPJDwKhJiAUsjrbhZ+QZVCTRaNQS2vxWgK1BKNUYMmM5xNw2l1zTcpcWBLB54Wz0pzZTpCGovM5685TU6HX4dl4XmPIzIU1DyZkMRyHt7RObaDKxZsLjSZ8DAZ1yoDeZ8j7Ww7a2xYnIxayjNYQjKnkTS9UGKepCOSyiFOfvr2eTPth7uClLZBDylxI/cXC3dZqPgYI6htefMa689RUqEB1wqOJd3FsAVYTYT5ZDMdB/ZlOJvCrwHC3NaVezGT6fOD39sDTW+1uiXORNRcaePgkFxAtVkZtoGM2r52SE5yos/fOZPLasNg/M3ywkTIXCotDW1lu6cFdwA/diIbvqqMWnqiGQjVZ/9Yjr/WLpYstM6o3TMhiOA5qxjhcHzhWl7xvmk8cp51Ml3PkjyGPuH6h3uLQQpILSUFrsSZLLhUBDU6gRbyTHCC0U02V0FxotT8WpUExsGuSteeoyVAhq9gztnabphn2wMyFDMfR8gKJfCqpBSxvSbYJ/UcYoYu4fmGgmiyAj0Kl5WHkcpSJIz6d8NDz+mRF8Q78wRKyGNYi9qerzsWwGfIwIYvhOGq5gTbnyfv5Hchrx2z72sMwD1nHd4OaLIBossrDSV1CQF6TJc5l5oSakfR3cy5S4w6wPts7IziIr7eGDhDqGcGHCVkMR9Leo7na5fGf6ahQDZ4ROpjtkwUQTRbVYoW55aMLGxTz5koAaH1e/znNJraCtBngnd+dkl6CERj1SoAoQSoXpsmqmTAhi+FI+p72/Z9FP1UPrNJkUaf3eiXyzsVhHNAtk/+/jQOELBf80zgwc2H1wAXfJMVOjo5mWAcTshiORBjtVKe05hRRru6YqckSVgY45ym2rVZ/7+J0/n2/0/L7BZM6oghDYXQhI7QR+gG2viC/H6P64mgha+vWrRg5ciQ6d+6MuLg4pKSk4M4778Thw4ftbhrDYnqfAYakkfcvbnB+ZCFDG7R+oSmaLGoujAfSPc7vauWMnt9Irq1X1jqnTFNtUa6s8yoO/IzQQRht3J75ldZIHJ3C4eOPP8b69etxxx13oFu3bjh79iwmTpyIXr16YdOmTejSpYvdTWRYhAvAwp+Ao3VZZGF1wkxNFhWo8qOBAw0921QEp5a5wLYp+s9lJWJzodD0yQhtbj0AfH0x0OICS+9SU3G0kPX8889j1qxZiIzkk8gMHz4cXbt2xUcffYQffvjBxtYxrCbCzQSs6oY3hUMtoCycLx9jpHBunTISsZUVB6xOJdvUNFlORJz13avJYo7SIc/VR4EtU8h1aXfiW4Y9OFrIuvTSS/22tW3bFp07d8aBAwdsaBGDwQgEoSaLFnQGjJePaZtDhKwNKeR/cdh8KCDO+p7DHN+rFSxop2bjaJ8sKTiOQ2ZmJho0aGB3UxgMhk6EQhat0ZdQanyV31YUIdg2BDWf4qzvzCeLwag+hJyQ9eOPPyI9PR3Dhw9X3K+srAz5+fnev8JCB9TQYDBqOFKarECi6MTm5A4h6FxMfbLyo0hS1UKPRotpshiM0CdoQpbb7UZpaammP46TXtYePHgQTz/9NPr164cRI0Yonm/cuHFISEjw/g0YMAAAkJGRgcmTJ6OsrAwTJ04EAEycOBGZmZmYPXs29uzZgzVr1mDp0qVIS0vD9OnTUVBQ4LNvbm4uZs6ciYMHD2LZsmVYuXKliT3FYFRfhLULaWZzueShWuh3in9fuwxo7pCIQT0IzYVUi+XijPmpMRgM/cydOxcZGRk+z/nKykpMmjQJp0+fxvz587F161Zs2rQJCxYswIkTJzTJERs2bICLk5NoTGbVqlUYNGiQpn0PHDiADh06+Gw7e/Ys+vfvj4qKCmzatAlNmjRRPEZZWRnKynhHj127dmHAgAHYvn07evXqpf8HqBEWBgSnKxmMkGVpa2DI/UC3s8Ar64B7bgcGHQNWzDB2vNIIoPELQF40MHwf8PNcc9sbDD7uD7xyNTBiF/DSeqDz00C9YiDnP3a3jMGoIVj07N6xY0fwHN87dOiAadOmado3OTnZ5/+8vDxcd911yM3Nxdq1a1UFLACIiopCVFSU9//4+Hh9DdZL167Anj3WnoPBCHGoCexCDO+TFYgmK7oS+O1n4JcuwNhVATfPFoQpHJjTO4NRvQiakNW4cWM8+OCDur9XWlqKoUOH4vDhw1i2bBk6depkfuMYDEZQoMJDTow5PlkAMOg4+QtV6kiYC5nTO4NRPXC043tVVRWGDx+OjRs3Ys6cOejXr5/dTWIwGAFAhYfiSJKpHWCFkIUZ301JRHr77QG3icFgmIOj82SNGTMGCxYswNChQ3H+/Hm/5KP33XefTS1jMBhGSCgFwt1AVRiQVp9sq+k1+oTmwkxPDcZGRQEc8O67gbkh6JzGYFRDHC1k7dq1CwCwcOFCLFy40O9zJmQxGKGFC0RLkxUHHPCkuksKRKCoBlCtVXYscNaj3UsOwaSqDEZI8uqrlh7e0ebCVatWgeM42T9GCBHhaHmeEURouZiTieQ1qYansKMCVVYccCqBvG9cw/uEwQga771n6eEdLWQxGAwNiKJxnY7Y36imCxQNi4kJlXMBu5PItuQa3icMRtAID7f08EzIYjBCmdRUYO9eu1uhi4aiwsc13VwYxvHavKP1yGtNFzwZjOoCE7IYjFBm5kygfn27W6GL1Fzf/2u6uRDw11wZLXSdeeONgTeGwWCYBhOyGAxGUGmZy79vngdEVdnWFO2EWTtVCh3dw91ASp6x42z9v/8DXC5zGsVgMAKGCVkMRihj9IFqo/ar5QX+fdsc+f1qEm3P8+9Tc4FIg4Jn565dTWmPI8nKsrsFDIZumJDFCA4sGtRZbNgAvPCCLae+JJ1/f/EZW5rgOLpl8u87Zhs/zvLlywNvjFNp0MDuFjAYumFCFoNRE2nXDrjrLltOnVxI6gz2OwU8tdWWJqjz6qvAvn2+22JjLTvdpaf494OPCT547TVdx5HNHWjTWJtGixZ2t6DmwszPAcGELKtp1cruFjgH1hfmE8gE2KGDee3QydurgA3fGvc9spwPPwQ6d/bdduKEZadrlwOMXwI8vQV4fJvgA53jO3XqVOkPGjYEJBI6V0uaN7e7BYxgEQK1jJmQZTUff+z7v96H4vr15rXFCurUsbsFweGqq+xugfnExdndAnO47LLgnCdQc1X37oofP7cJmLgYiKswfoqRI0fKfxgVZfzATmH1auCmm+xuRc3CyZqsEFg4MCHLasSJzubN0/f9Sy81ry1W8Mgj2vd18s2qxt9/290CaWifhkJG/WuvJQ9JPVQnIT4I/lITJ07Ufp+NHw/0729tg8zmiiuAm29W3kfvb6oOwqcRunSxuwWBI2Ed2TVwIOApyecEmJBlNdXd4Vvr7+M4bZP/pk2Btac6o/Tw+OUX7ccRamSuvFJ6n6FDtR9PK0uWkIekHrTsb4bwHowFQBAiOu/S43v13HPBnZ+ClcPr2mu175uS4m9tMIpO/znDhIUBRQFm8L3kEv0LfjuRm6ckaDZnjqrWOJgwIctpvPGG3S3QR8+e2vcVm1v++1//7/fp4/+9Z57R367qyEcfyX/Wq5f24zRuzL+vVct4e4LF8ePk9ZZbrDtHWpp1xw4EncLf31o1rhYXxZUkWObpUNaYy5Gayr/v1CmwIAyOAzZvJsEvocLjj2veVfM9ECSYkGU14pWi2soxOtq6tliBnoe7eGJ49FFgxw7171XHSRMA8vP17S81sUr1Td26xtrjRFwu8oDhOOC336T3GTYs8PO0bh34MaxAbb4YPJh/f/nl6KJkAhJeKx9+qK8dSgK+Vm67LfBjAOp9csMNgZ/DSVqeH37wj3QNJk6ff3/+2edfxXvABpiQZSd0ha7GpEnS2xs2NK0pDBuoXVv/d+QiAoUTod3OoIFel9k6EkU9/rh5D++nniKvgThWp6Qof/7uu/KftW2r/N3ISP9tQj+v+Hhky/WdXrOgUHs8axbw8su6TDaS6NW+LFpk7Dxm5NMy65oKlAYNgHvvBeLj7W6Jcxk+3Odf2XvAJpiQZSdCFbASQ4ZIb5eadNWgUv6VV+p7mElhYd4g23niCbtbII0Wk4vaytNMPxwpNX779oEdMzFR+76XXmreSnv8eODPP4GffjJ+DLm+pQ78b7wBHD0qvc/ttysfe+NG1dNXVAQQmihEOIYJCeRV2M/BiPCT00hpCfK49VbtUadO1tQEy/TVr19wzqOHp59W/lzG1UH1HmjQQF5xYQFMyHIaUje80IcmEG66iUzUP/1E1OGBOOKuW6c/b5ATJ7NLLpHerjbpfPddYOf96itj3xP3oVSfmiFEaTnGiBHW+9kE85qJiiILGisWD48+Sl5dLqBlS+l9xo5VPoYG03xqaqq+PpPb14p+N+uYd96pvs+vvwJr15pzPjvp0cPa469bR3wdZ80Czp4FPvkE6NtX/XvNmvlvmzDB3LZ98gnQtKm8sL1ggeTmVDXlxd9/A8nJATZOO0zIshonRRf+/jtRO991F786NUr//vrU8gMHGjuPuF6ZVELT994DHnuMONIHi0D9nqhpyiycKMDqQS5Rrfh3iTN/u1yh/9spUVH6wurpPUyd2MeNw+bNmwNvx4svSm93SpqQmBjjpkQrUZrrzXTtkLrejSYW7t+f+Dq2aAEkJZFSW1rmdSkB1uz7MCaGLOQXLpTuWxmNueo90KMHiZ5+6SVg9uzA26kCE7KCjV1Cl54QfytQMsHQGnojRvhu79aN3PBhKpfpM88AkycDzz6LksmT9bVLbmJQO6ce9OaGkkOcc00OPdeYnnB3s5AS8LVO0OJcU2Y4vTsJI/PDhx8C5eVA9+64RSkCU8q80q2b/zYpLQUAfPklyab+xRf622gUqgEU+7KZ4dwOBC+thJbrW6/f1VZBTaq9e/3nTyuRKnMU6MJdivBw3cKb4j1AXWRcLpK64447jLdNI0zIMotAzUdSfPABeTUjzD4IOXpkGTQIaNRI/vOPPiL5sb75xnc7vbleeolM/K+/7v/dBQt8HMi/LS/X1zapGzguTt0/RivduinnetLjG9CtGzBmjO+2QFePI0cC11/P///VV8Dhw9q/f/nl+s85Z47v/1Om+P4OJUFDrPGKjdXfBwMG6Nsf0P4A0Sok5eYCZwKsji383Z454vvvv5ff/7LLiFA9ejS/TYtvFT1PmzbAyZPAqFEGGmuQKVOA06eB+++35viffGLNcY2g17wpTtT73nvmuZYY4Z57gls6TeZeU7wHbHgOMiHLLHr3Nv+YNLmdnFaF44jvQVgY8OOP5p9fDmFNNyUn56uvJq9ykzKdvMPDSX4sOWEyKYlM7u+/L38MD4plRZTaIGT37sBTaaSmAu+8QxypldCa/yUigrRVnGwy0GzVERG+x3zqKfkot4MH/TUKatm3pRA+CAoLgf/7P/3HCAQ9xYaXLiUmvKVLte2vVchKSNDmF6I0vhLmO9nrPyGB3GdLlvj6zgTT1KonLxO9/1wu4pdjBW3aGBPSjWB1oADHES3jmTPm51oU9k+7dvImtogIomkWCvFWtEGJ++7T/wywGCZkmch2I/XtxNEjes0Ft94KlJWRVYTVjBlDyugIBYdateRXmYsXA0eOkDYC8k7mcghvLI032cSJE/Wdwyhq7WncGHjrLaBJE2vbQTMb63lQtGlj7Fzt2wNvvum7zeUKbPWs5jgv9bvEiTRjYoyfX41rriGmmIsvDuw4RszPjz8OPPkkeS/lzCuRqmPixIm+q/XvviO/4aWX9J07KUnf/nIItdMpKcCpU9q+FwpJcrWyZIk5ecbESN0bLpfvApEudM3i0CHexCaVVb1FC+DTT809J6D9udiunfQz4JJLgM8+M7dNGmFClol0FiYGpFx0ke//4vD0q64iD+NAMMshtUkTopmgD5RGjXwdcT/9FJg61b/Kvdz5IyJ81cdvvkkc1M1E5IA+Ilh+CWb6bFFmzCCCqR70CFfr1wMPPED814QEw0/QTKdpseBaty7RzmgNxLC6Vl29evz7sWNJNKFeIQcgpuQGDYhpUWzCfeopySiwESNGEGfmV18Fpk8HHnqIaOHkakBK+QF16KCuodQSgQYQn6ojR8hfVJS8vxcArFyp7ZiU/fv17W8Wv/3Gu3IIkbuuoqKI4CuXTNcMhPfwqFFkDv/4YxIgoCXhs9yxQoV168g99uKL0s+AzZuB558PfrvAhCxT2bt3L//PuXPAgQNEshfefIMHkwny66+D3j5Ffv6Z+D7Mn08mg2efJQ9lM4mJAV55JbBjCIWKl17yK6D966+/krYD2lYuSr5iSqhpb+SEsCefBLZvl/4sKsqcgr1yk+SllxJBziwthR7MnLiltIOjRxOTshLvvkv8+qz8/Rzna655+22SFyuQ6LKEBM058X799Vdyj3z4oTZH6EsvJTnhPvuM94u8+mrf61dKkB8zhjjAa3FAb9VK3VenslJ/BHLHjtpzYQG+wq8R3niDRGjfcot/ncKoKH7eMYrLBaxZo29/KerUAbZsIfNjZKS+0mdGURKeg0H//kSojI4m94CDYEKWiTQWmgsbNuTDaoXqW5eLOBebkexSz4NLzeFPGArftClJh9CmjbNXNR9/7DfR9O3bl7S9tFTbykXK1ET7avp08vqf//jvIzfBxcWRh7jYiZ/yyCPK+Y6EArkeDafVfiU//MC/p5m/zUzYKhR81MzEt9xCMpCLJ9OYGHnz7JAhRJP6/vvVJ+WDBH21apgoLhdZ8D3/PPGLfPRRbf0TGUk0JkqpA/SYqmjkLE1AqbfsjxY2bfIPHAG0Xw/vvSfvW7V8ORGGlYROLecxEkjiBPRqyyxE9z1gMUzIMpH9TZoQTYGcpiIQjh4F9uwx9t02baxNanfNNdYc18DD8DgtVUSFlb17SQSR1uiwNWt4k+6IEUBennTeILm2PfUUkJHhGxygh6gook386SfiOE9/R9eu/D5SYfdWUlFBSntQli4liQvNnMxo4Mbll/umqpDq57Aw4uNCff2EyLVp1qzA2xgMtGbelrn+jmst1RUMjAizX35Jyo1Z4bzctq01/kKPPqqsgZbqh2+/Nb8dwUa4ALejxJuMZtJR9wCYkGUq0TExxOdFT9FkQJu2qGVL3wetHoz4g+hh+HDHJAeMFkcFdulC8nCdPUvGRomLLvJfScr5ssjRuHHgmpKbb+Yj/rZtAx5+WN2fQ1gHUW+5JbX2iv2pwsMDM7lJnY8WgdZjLpFiyhT/bTfeaF7RbLVIyEA1v599RoTrAwcMfd3v+rcas7WCtCB4MJAbK61mRarVEgqEWiPr+vTRtp8TeOghfftrzeenB+FYbdrkuxgWEfR7QAUmZJlIXbmJPBTME4HUm3O5zEsOGCCyYxAdLe0YPWiQuQ1Qq7clDhoAiECVmkqyEIvp0oWsetUePAkJRBBbsCDw9BOBQvOZCQu33ndfcM6tJQ9OIILQl18qP4QDFbLq1CFmYrUM3jJziuz1bwTqrxhKAoGRGnxC/8oxY8hDXAvz55OgBGGUXaB1O41ilVvH3r3ytXPlCAsj/r1W+R336aNoVjX1HjABJmSZyP5gR7tcd53v/3q1LgCxpc+fLx2OG4JoHoNjx4gJ6ZFHzDv5o4/KRxjt20cmbylH+59+IubgQGvm3XKLtKAWRI4OGEAm5cxMXz8uuVItajhtgRIVFXgSUQsxdQ46eZIIEQ57aMny2WfEMV2KJUvkv3fbbcBzz5GqGJ9+Kp8nTozL5e+GoHS9mnUt0+ME497Q2hdimjbVl4/ORIL+HFbBIcWoqgdXUofgYBAZ6V+Qc8sWsnpITwfmzuW3K61yevYMTvQJRSgIWlALTXEMhP3QokVgk4DeCU7NR8uKlBA2UJtmc2/UCHC7+Q/srDhgNkJBOjXVv1A6dfjWa7bVg8z1Z+ocFBVlfboLM1EKdFHSPoaFAePHm98eJaxKsOokjNZTDJCgPoc1UD1mdofwi9H6gCkp/Hs1te9LL5EH2PHj/jlu2rcHPv/c3BvYqBpayjcGIA/bH38kQqDaBC7sF40YHgMzEOdEq4H49H9YGDBvHvD99/aW+7ASsSDFccTEe/AgSeOihsmJVG29/sWopWsRLxKtxIiW30oSE0kgk54SVsFCPOdTE6zeBLEtWpA0QFJBV0r1XNesIZYGIS1baj6to+4BME2WqRhO5//ggyST7pVXEkdnJT7+GBg3ztmaj48/VnYQVstOv3w58L//Ef8XndhSUmHfPjIx0GK2VuM07cLMmUR78/nn/v1/223++3foQPIm1atHJnQlraBRc0WweOABEvSxebPvdq2+OStXkgS9//2vKc1xTEmR1q3l/R2zsogZ8sgR69sxeTI5n12+UkLE17nRQCYprEy1k5xMrCNGBNVLLyX3+65dvtuV6rlK+VtdcgmpXtC6teopvfcA1TJr+I6VOPhJHXoYLukSEUHSDGh1MFQTsOzObRWor8DgwUTTpaW2m4iglNV5+WXf/zt3JklGrYiqkWLaNLKyo3m8rECP8/xVVwHl5cAzz2jr/4gIsoLfvFn+Wlm9mkRqmVGHzUp/w9hY7Y7SUvTpQ2plSlWLMEDQykqpoWQebtDAeGknvTz2mHRheTvQOy+qzSdW+WRJaayaNJGuDhBMHnpIWTjz4L0Hli8nKXXEpeuCDBOyTOT/gl3oluGH4hhQTZNRm/2BA0Tz8NFH9jpkd+5MHOXNKiFEJy7hpP7ZZ0CnTqS0ixY8E7PmeyA8XHmxcMUVxJykVttQC055yJqJTF4iNgc5EK1mNiqYrlpFFgZr1/p+ThO0/u9/pjVNEqGbhhlac7Hbh5W+ihDcA61bk8TfOkyNVsCELBOZMWOG9Ac2qyurFSoJMGXHACBCw4ULwF9/GTt3hw76S3/Ygd6i1KmpxAfi/Hl+W0oK8M8/pEixDhT73y6sLCBN+eQT8vrdd9ae56efSIFeGSfvoPd/p07BPZ/TadYMWSkpZJ564QWSMFctae+ff5KyZrQ0zYABxLwmTkfx6qtEY2xG6a1g8sYbxCVm/nxivj10yNLTOW0OYj5ZJnK1XBmJOXNICLvRMPZACSRvkhHTY+/exs+nxsSJxJ9Hxq9LdgwoMgnsqhUNGwIbNhBTltZM/yaFW6v2f3XlhRdImRmr/eXuuotPVCtB0Pv/gQdIeaNFi8hD9JZbgnt+pxEWhsIVK9CwVSvt2m49eaj0Op9TYmOB4mJj3w2U2rWJi0OQcNocxDRZJrJv3z7pD1q2JD5GdiT1u/pqxUnZVA4eJBOtSf4lkiQmkkK/MuHBsmNgNk5zPhfTr58tuc+C1v92Q32KhLXsHHBNBL3/w8OBhQvJYuzmm4N7boeyb/9+aQHLShcDtcXwqlUkVc+KFda1wSE4bQ5imiwTaWhH/SY1jJrGjNC+ve1RPEEbg44dSSJTqeSiNRhH3gNW8M8/xPQcSHkhC6gx/e9ggjYGeoS2iy92VBFnH0aPJj6mJpVmc9o9wIQsE4mwILkmQx9BGwOXC5g6NTjnCiFC4h4QP5yMmNMjIx0nYAEO6n8z0xPYxU8/AXffrftrjhkDowQ7Or1bN/+8WAHgtP5n5kITOXXqVOAHsTv9QohjyhgwDBNy/d+2LQn1ribY3v/btxOn/E8/tbcdZnDXXb7FnzUiOwZOKxFVTbH9HhDhLJEvxLnkkkvsbkKNh42BvYRc/zsx43YA2N7/vXqRvxqM7WNQw3Fa/zNNloksWLDA7iaYDy2gbKS6vQ1UyzEIBOqfEKRaaY7q/+Rk+YLB1RRH9X8NxZYxCEULyP/9H4kUNzkwy2n3ABOyTOSxxx6zuwmEF18kJRCeeSbwYz37LMm+HUwH+gBwzBg4hdWrgfvuC5pJzFH9/+GHvtF/NQBH9b/TMSPRrQSyY2B2kfRQNz9OmQL8+6/p4+C0e4AJWSby9ddf290EQrNmJLHk558HfqzwcJJ92+6SChoJaAxq1zavIU6hY0dSWzBIUZ+OuQdqKKz/NTB3LqmaMGuWJYeXHYNLLgHefNPacljBxIyi2xYIik67B5iQZSKOKc4KBK+OnsMwNAa//EL8SL75xvwG1TAcdQ/UQFj/a2DYMFLUvXNnSw4vOwYuF8nxZ1Y5LLv57juSe2v2bLtb4oPT7gEmZJmIY4qz1mAMjcGdd5KoKFb+KGDYPWAvrP/tJ2hjICwXpVQH1CratiW5t+64I/jnVsBp9wCLLjSR2267ze4m1HjYGNgL6397Yf1vP0Ebg6Qk4P33Sc62QEqnVTOcdg8wTZaJbNiwwe4m1HjYGNgL6397qXH977Ds3kCQx+D1182vifvCC0Rwe+IJc4+rhInRkU67B0JKyPrggw/gcrnQpUsXu5siScuWLe1uQo2HjYG9sP63lxrX/19+CVx5JfDbb9Yc30Dm+pAfg9RUoKgIcJgDuVac1v8hYy48ffo0PvzwQ8RZFHZrBqWlpYEfZMgQ4K23fO3tDM2YMgYMwziq/0M9xN0Ajup/NVJTAz9G06bAsmWBH0eORx4B8vKAgQM1fyWkxkAOh5Wm0YPT+j9kevKFF15A3759UVVVhezsbLubI0lubm7gB7n4YmD3bqB588CPVQMxZQwYhmH9by8h1f8dOgBz5gCNG9vdEnnCw3Wb40JqDKohTuv/kBCy1qxZg7lz52Lnzp0YNWqU3c2RpWPHjuYcqFs3c45TAzFtDBiGCIn+b9vW7hZYRkj0v5Dbb7e7BaYTcmNQzXBa/zveJ6uqqgqjRo3Co48+iq4Or+y+YsUKu5tQ42FjYC8h0f/33AOMGwesWWN3S0wnJPq/msPGwF6c1v+O12RNmjQJJ06cwDKddveysjKUlZV5/y8sLDS7aX7ce++9lp+DoQwbA3sJif4PCwNeecXuVlhCSPR/NYeNgb04rf+Dpslyu90oLS3V9Md5wjlzcnLw1ltv4c0330RDnaG648aNQ0JCgvdvwIABAICMjAxMnjwZZWVl3qRlEydORGZmJmbPno09e/ZgzZo1WLp0KdLS0jB9+nQUFBT47Jubm4uZM2fi4MGDWLZsGVauXIl9+/bhmWeeQU5Ojs++JSUlmDp1Ko4ePYo//vgD69evx/bt2zF37lycOXPGZ9+qqip8/fXXSE9Px2+//YZt27Zh06ZNWLhwIY4dO4YpU6b4tTsrKws///wz9uzZg9WrV2Pp0qU4dOgQZsyY4dfu/Px8fP/99zh06BD++usvrFy5Env37sVPP/2E7Oxsn31LS0sxdepUHDt2DIsWLcKGDRuwbds2/Prrrzhz5gy++uoruN1uTJw4EW63G1999RXOnDmDX3/9Fdu2bcOGDRuwaNEiHDt2DFOnTkVpaanP8bOzs/HTTz9h7969WLlyJf766y8cOnQI33//PfLz8332LSgowIwZM3Do0CEsXboUq1evxp49e/Dzzz8jKyvLZ9/JkydjypQpOHbsGBYuXIhNmzZh27Zt+O2335Ceno6vv/4aVVVVPt85c+YM5s6di+3bt2P9+vX4448/cPToUUydOhUlJSU+++bk5GDWrFnYt28fVq5ciWXLluHgwYOYOXMmcnNz/do9ffp0pKWlYenSpVizZg327NmD2bNnIzMz02ffsrIyTJ48GSdOnMCCBQuwadMmbN26FfPnz8fp06cxadIkVFZW+nwnIyPDa0Zft24dFi9ejCNHjuC7775DUVGRz77nz5/HrFmzsH//fqxYsQLLly/H/v378eOPP+LChQs++xYWFmLatGlIS0vDkiVLsHbtWuzatQtz5szxa3dFRQUmT56MkydP4vfff8c777yDLVu24Pfff8fJkycxefJkVFRU+N1rc+bMwa5du7B27VosWbIEaWlpmDZtGgoLC332vXDhAn788Ufs378fy5cvx4oVK7B//37MmjUL58+f99m3qKgI3333nXcOOHz4MHbu3Im5c+ciIyPDZ9/KykpMmjQJp0+fxvz587F161Zs2rQJCxYswIkTJyybI2bNmmXpHPHkk0+yOUJljigrK7N0jvjyyy/ZHKEwR2zZssVvjnC73d77NtA54vXXX1edI44cOYLFixdj3bp1ls4RGzZsgIvjglO+e9WqVRg0aJCmfQ8cOIAOHTrgySefxLJly/DPP/8gMjISADBw4EBkZ2dj3759iscQa7J27dqFAQMGYPv27ejVq5fxH8JgMJwNjSqcPr36lDBhMKozN94I/PEHeR8ckSQo7NixI3jmwg4dOmDatGma9k1OTkZaWhqmTJmCzz//HGfOnPF+VlpaioqKChw/fhx16tRBvXr1JI8RFRWFqKgo7//xQShwPHHiRMfVTappsDGwF9b/9sL6337YGNiL0/o/aJosvWjRfD3zzDP4/PPPNR1vx44d6N27t6WarJycHNSvX9+SYzO0wcbAXhzR/zVYk+WI/q/hsDEwgImaLCf1/44dO5wbXdilSxf89ttvfn+dO3dGSkoKfvvtNzzyyCN2N9OHpUuX2t2EGg8bA3th/W8vrP/th42BvTit/x0bXdigQQPccsstftup5krqM7vpxvJb2Q4bA3th/W8vrP/th42BvTit/x2ryQpFsrKy7G5CjYeNgb2w/rcX1v/2w8bAXpzW/47VZMmxatUqu5sgS1VVld1NqPGwMbAX1v/2wvrfftgY2IvT+p9pskykWbNmdjehxsPGwF5Y/9sL63/7YWNgL07rfyZkmcjWrVvtbkKNh42BvbD+txfW//bDxsAAgweTVxoZHABO6/+QMxc6maFDh9rdhBoPGwN7Yf1vL6z/7YeNgQFGjQLq1wc8lVkCwWn9zzRZJvLDDz/Y3YQaDxsDe2H9by+s/+2HjYEBatUiOe1atAj4UE7rf8cmIzWbYCQjZTAYDqAGJyNlMBjOwdHJSEMRWiiSYR9sDOzFUf1fM9aPPjiq/2sobAzsxWn9zzRZJlJQUIDatWtbcmyGNtgY2Isj+v/hh4HVq4E9e4C4OHvbEmQc0f81HDYG9uKk/meaLJOZN2+e3U2o8bAxsBdH9P933wH//lvjBCzAIf1fw2FjYC9O638mZJlI//797W5CjYeNgb04pv9NCAUPRRzT/zUYNgb24rT+Z0KWiRw9etTuJtR42BjYC+t/e2H9bz9sDOzFaf3PhCwTiYmJsbsJNR42BvbC+t9eWP/bDxsDe3Fa/zMhy0QSExPtbkKNh42BvbD+txfW//bDxsBenNb/TMgykYMHD9rdhBoPGwN7Yf1vL6z/7YeNgb04rf+ZkGUiA0woCcAIDDYG9sL6315Y/9sPGwN7cVr/MyHLRObMmWN3E2o8bAzshfW/vbD+tx82BvbitP5nyUgZDAaDwWAwTIYlIzUZp6Xzr4mwMbAX1v/2wvrfftgY2IvT+p9pskykrKwMUVFRlhyboQ02BvbC+t9eWP/bDxsDe3FS/zNNlslMnz7d7ibUeNgY2Avrf3th/W8/bAzsxWn9H2F3A4JFSUkJAODAgQOWnaNZs2bYsWOHZcdnqMPGwF5Y/9sL63/7YWNgL07q/wMHDtQcIev48eMAgPvuu8/ehjAYDAaDwagR1BifrOzsbCxduhQtWrSwJO1+YWEhBgwYgNWrVyM+Pt704zPUYWNgL6z/7YX1v/2wMbAXp/V/SUlJzRGyrCY/Px8JCQnIy8tDnTp17G5OjYSNgb2w/rcX1v/2w8bAXpzY/8zxncFgMBgMBsMCmJDFYDAYDAaDYQFMyDKJqKgojB071jH5OWoibAzshfW/vbD+tx82BvbixP5nPlkMBoPBYDAYFsA0WQwGg8FgMBgWwIQsBoPBYDAYDAtgQhaDwWAwGAyGBTAhi8FgMBgMBsMCmJBlAmVlZXj55ZfRpEkTxMTEoE+fPvj777/tbpbj2Lp1K0aOHInOnTsjLi4OKSkpuPPOO3H48GG/ffX0qdZ9rThmKPPBBx/A5XKhS5cufp+x/reWHTt24KabbkK9evUQGxuLLl264IsvvvDZh42BNaSlpeGuu+5Cs2bNEBsbiw4dOuDdd99FcXGxz36s/wOjsLAQY8eOxZAhQ1CvXj24XC7Z4s2h0teGxoRjBMxdd93FRUREcC+88AI3efJkrl+/flxERAS3du1au5vmKIYNG8Y1btyYGzVqFPfNN99w7733HpeUlMTFxcVxe/fu9dlXT59q3deKY4Yqp06d4mJjY7m4uDiuc+fOfp+z/reOpUuXcpGRkVyfPn248ePHc1OmTOFefvll7sUXX/TZj42B+Zw8eZJLTEzkUlNTuXHjxnGTJ0/mHnzwQQ4Ad9NNN/nsy/o/MI4dO8YB4FJSUriBAwdyALhp06ZJ7hsqfW1kTJiQFSCbN2/mAHCffPKJd1tJSQnXunVrrl+/fja2zHmsX7+eKysr89l2+PBhLioqirv33nu92/T0qdZ9rThmKDN8+HBu8ODB3IABA/yELNb/1pGXl8clJSVxt956K1dVVSW7HxsDa/jggw84ANy+fft8tj/wwAMcAO78+fMcx7H+N4PS0lIuIyOD4ziO27p1q6yQFSp9bXRMmJAVIC+++CIXHh7O5eXl+Wz/8MMPOQDcyZMnbWpZ6NCrVy+uV69e3v/19KnWfa04ZqiyevVqLjw8nNuzZ4+kkMX63zq+/vprDgC3f/9+juM4rrCwUFLYYmNgDS+//DIHgMvKyvLbHhYWxhUWFnIcx/rfbJSErFDpa6NjwnyyAmTnzp1o166dXzHKSy65BACwa9cuG1oVOnAch8zMTDRo0MC7TU+fat3XimOGIlVVVRg1ahQeffRRdO3aVXIf1v/WsWzZMtSpUwfp6elo37494uPjUadOHTz55JMoLS317sfGwBoGDhwIAHjkkUewa9cunDp1Cr/88gu+/vprjB49GnFxcQBY/weTUOlro2PChKwAycjIQHJyst92uu3MmTPBblJI8eOPPyI9PR3Dhw/3btPTp1r3teKYocikSZNw4sQJvPfee7L7sP63jrS0NFRWVuLmm2/Gtddei3nz5uHhhx/GpEmT8NBDD3n3Y2NgDUOGDMF7772Hv//+Gz179kRKSgruuusujBo1Cv/973+9+7H+Dx6h0tdGxyRCcitDMyUlJZJ1kqKjo72fM6Q5ePAgnn76afTr1w8jRozwbtfTp1r3teKYoUZOTg7eeustvPnmm2jYsKHsfqz/raOwsBDFxcV44oknvNGEt912G8rLyzF58mS8++67aNu2LRsDC2nRogWuuOIKDBs2DPXr18cff/yBDz/8EI0bN8bIkSMBsHsgmIRKXxsdEyZkBUhMTAzKysr8tlPVf0xMTLCbFBKcPXsWN9xwAxISEjB37lyEh4d7P9PTp1r3teKYocYbb7yBevXqYdSoUYr7sf63Dtr2u+++22f7Pffcg8mTJ2Pjxo1o27YtGwOL+Pnnn/HYY4/h8OHDaNasGQAi5Lrdbrz88su4++67Ub9+fdb/QSRU+tromDBzYYAkJycjIyPDbzvd1qRJk2A3yfHk5eXhuuuuQ25uLpYsWeLXR3r6VOu+VhwzlEhLS8OUKVMwevRonDlzBsePH8fx48dRWlqKiooKHD9+HOfPnwfA+t9KaNuTkpJ8tjdq1AgAcOHCBQBsDKzif//7H3r27OkVsCg33XQTiouLsXPnTgCs/4NJqPS10TFhQlaA9OjRA4cPH0Z+fr7P9s2bN3s/Z/CUlpZi6NChOHz4MBYtWoROnTr57aOnT7Xua8UxQ4n09HS43W6MHj0aLVu29P5t3rwZhw8fRsuWLfHuu+8CYP1vJb179wZAxkMI9eegZlw2BtaQmZmJqqoqv+0VFRUAgMrKSgCs/4NJqPS14TGRjDlkaGbT/7d39yFNfX8cwN/T7etDrAdTm1E5xcwwJ2jriaRJiFhpQ51YhIH0T2FFqWRmsbL6I9SBYhhBBCOMEvyjIiswrawsCTEKTGgRLQuptMSnzPP7y/0caj7tzhnvF1zw3vs593x2LowP9x7Pnj8ftXZGX1+fCAkJEevXr5/FzFzP4OCgSEpKEnK5XNy5c2fcuKmM6WRjpbjmXNLR0SGqq6tHbeHh4WLFihWiurpatLS0CCE4/lJ69eqVACB2795td3zXrl1CLpcLq9UqhOA9kMqOHTvEf//9J1pbW+2O6/V64ebmxvGXyN+WcJgrYz3de8IiywEMBoOQy+UiNzdXXLp0SWzatEnI5XJRX18/26m5lMOHDwsAIjExUZjN5lHbSFMZ08nGSnHNuW6sdbKE4PhLKTMzUwAQaWlpory8XBgMBgFAHD9+3C6O98DxhteI8/f3F2fOnBHl5eUiISFBABD79u2zi+X4z1xZWZkoLCwU+/fvFwBEcnKyKCwsFIWFhaKzs9MWN1fGejr3hEWWA/T29oqcnByhUqmEh4eH0Gq1oqamZrbTcjlbtmwRAMbdRprKmE42VoprznXjFVkcf+kMDAwIo9EoAgMDhUKhECEhIcJkMo2K4z2QRmNjo0hISBAqlUooFAoRGhoqzp07J37//m0Xx/GfucDAwHG/7y0Wiy1uroz1dO6JTAghxn6RSERERETTxYnvRERERBJgkUVEREQkARZZRERERBJgkUVEREQkARZZRERERBJgkUVEREQkARZZRERERBJgkUVEREQkARZZRERERBJgkUVELk2tVkMmk0EmkyErK2u203FJzc3NtjGSyWSoqqqa7ZSICCyyiMjJnj59CqPRiM7Ozkm3iYmJgdlsxt69ewEAOp3OrqgYbzMajdJ8iElqb29HXl4eYmNjoVQqIZPJUFdXN6VrWK1WpKWlYeHChZg/fz527tyJ9+/f28UEBgbCbDYjPz/fgdkT0UzxtwuJyKmKioqQm5sLi8UCtVo9YbxarYZOp8PVq1dtxx48eICvX7/a9l++fInS0lLk5+dj9erVtuMajQYajcaR6U9JXV0dYmNjsXLlSvj6+uLZs2d4+PAhdDrdpNp3d3cjKioKXV1dyM7OhkKhgMlkghACzc3NWLx48Zj93bx5E6mpqRJ8IiKaCvlsJ0BENFVxcXF2+56enigtLUVcXNykCxhniI6Oxrdv3+Dj44OqqioYDIYptb948SLa2trw4sULaLVaAEBCQgLWrFmD4uJinD9/Xoq0ichB+LqQiJzGaDQiNzcXABAUFGR7rffhwweH99XW1oaUlBSoVCp4enpi2bJlSE9PR1dXl8P7Go9SqYSPj8+021dVVUGr1doKLAAICwvD1q1bcePGDUekSEQS4pMsInKa5ORkvHv3DpWVlTCZTPD19QUA+Pn5ObSfgYEBxMfHo7+/HwcPHoRKpYLVasXt27fR2dmJBQsWjNu2p6cHPT09E/bh7u6ORYsWOTJtO0NDQ2hpaUFmZuaoc+vWrcP9+/fx69cvKJVKyXIgoplhkUVETqPRaBAVFYXKykro9fpJzcmajrdv38JisYyam3Tq1KkJ2164cAGnT5+eMC4wMFCSJ3DDvn//jv7+fgQEBIw6N3zs8+fPWLVqlWQ5ENHMsMgion/O8JOqe/fuYdu2bfD29p5024yMDGzevHnCOC8vr2nnNxm9vb0AAA8Pj1HnPD097WKIyDWxyCKif05QUBCOHj2KkpISXLt2DTExMUhKSsKePXv++qoQAIKDgxEcHOykTMc3XMT19/ePOtfX12cXQ0SuiRPfieifVFxcjJaWFuTn56O3txeHDh1CeHg4Pn369Nd23d3d+PLly4RbR0eHpPn7+PjAw8MD7e3to84NH1u6dKmkORDRzLDIIiKnkslkTusrIiICBQUFePToER4/fgyr1YqKioq/tikqKkJAQMCE28j/+JOCm5sbIiIi0NTUNOpcY2MjgoODOemdyMXxdSEROdW8efMAYEorvk/Vz58/4e3tDbn8/19xERERcHNzG/P120izNSfr48eP6OnpQVhYmO1Yamoq8vLy0NTUhLVr1wIAWltbUVtbi5ycHIf2T0SOxyKLiJwqOjoaAHDixAmkp6dDoVAgMTHRVnw5Qm1tLbKysmAwGBAaGorBwUGYzWa4u7sjJSXlr20dPSfr7NmzAIA3b94AAMxmM548eQIAKCgosMVlZGSgvr4eI3+E48CBA7h8+TK2b9+OnJwcKBQKlJSUYMmSJcjOznZYjkQkDRZZRORUWq0WhYWFqKioQE1NDYaGhmCxWBxaZEVGRiI+Ph63bt2C1WqFt7c3IiMjcffuXWzYsMFh/UzGyZMn7favXLli+3tkkTUWpVKJuro6HDlyBGfPnsXQ0BB0Oh1MJpPD1xYjIsfjbxcSkUtTq9XYuHEjysrK4OXl5dBi7F/x588f/PjxAw0NDdDr9fztQiIXwYnvROTyrl+/Dj8/Pxw7dmy2U3FJr1+/hp+fH/R6/WynQkQj8EkWEbm0hoYG26Kby5cv5wrnY+ju7sbz589t+xqNBv7+/rOYEREBwP8AMoK6JZ10gSMAAAAASUVORK5CYII=\n", "text/plain": [ "<Figure size 700x400 with 1 Axes>" ] @@ -333,7 +335,7 @@ }, { "cell_type": "code", - "execution_count": 73, + "execution_count": 16, "id": "aea6db55", "metadata": {}, "outputs": [ @@ -367,10 +369,10 @@ "Tdown = 1 / fdown\n", "Ndown = int(fs / fdown)\n", "td = np.arange(0, Tsim, Tdown)\n", - "downsampledNoise = scaleVoltage * dsp.downsample(broadbandNoise, Ndown, hDown)\n", + "downsampledNoise = scaleVoltage * downsample(broadbandNoise, Ndown, hDown)\n", "# . Polyphase up sampling, back to full rate, fup = fs\n", "Nup = Ndown\n", - "upsampledNoise = Nup * dsp.upsample(downsampledNoise, Nup, hUp)\n", + "upsampledNoise = Nup * upsample(downsampledNoise, Nup, hUp)\n", "# . Adjust for group delay of up LPF in Ts units. The group delay of the down LPF is the same as that\n", "# for the brute force LPF\n", "groupDelay = (Ncoefs - 1) / 2\n", @@ -382,13 +384,13 @@ }, { "cell_type": "code", - "execution_count": 74, + "execution_count": 17, "id": "602307e2", "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", 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\n", "text/plain": [ "<Figure size 700x400 with 1 Axes>" ] @@ -418,7 +420,7 @@ }, { "cell_type": "code", - "execution_count": 75, + "execution_count": 18, "id": "fad0846f", "metadata": {}, "outputs": [], @@ -433,7 +435,7 @@ }, { "cell_type": "code", - "execution_count": 76, + "execution_count": 19, "id": "d47d6227", "metadata": {}, "outputs": [], @@ -446,7 +448,7 @@ }, { "cell_type": "code", - "execution_count": 77, + "execution_count": 20, "id": "a5d6e3e8", "metadata": {}, "outputs": [ @@ -468,7 +470,7 @@ "# . The lo value can be applied separately, to support an offline controlable Kbin, or it may be \n", "# incorporated in the hUp FIR filter weights to have a fixed Kbin.\n", "loCoef = hUp * np.cos(2 * np.pi * fc * t[0:Ncoefs])\n", - "aliasedNoise = Nup * dsp.upsample(downsampledNoise, Nup, loCoef)\n", + "aliasedNoise = Nup * upsample(downsampledNoise, Nup, loCoef)\n", "\n", "# Check that schemes using mixer at fs or in upsampler at fdown are equal\n", "if not np.allclose(mixedNoise, aliasedNoise):\n", @@ -477,13 +479,13 @@ }, { "cell_type": "code", - "execution_count": 78, + "execution_count": 21, "id": "c3fcf194", "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", 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\n", "text/plain": [ "<Figure size 700x400 with 1 Axes>" ] @@ -493,7 +495,7 @@ }, { "data": { - "image/png": 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dQ8eOHXmHYdIoB/xRDvii9uePciCdzi7/5ebmAgCaN2+uttze3h5mZmawsrICIDxtYG5ujoULF6rWsbGxwYIFC3Dp0iXcv39fVyGbrFmzZvEOweRRDvijHPBF7c8f5UA6nRVVo0aNAgAsWLAA0dHRuH//Pvbt2wdHR0csXboUdevWBQBERUWha9eusLOzU3v/wIEDAQDR0dEVbl+hUCA3N1f1kZ+fr7Wfxdjt2rWLdwgmj3LAH+WAL2p//igH0umsqJowYQLWr1+PgIAA9O3bF23btsX06dPx+eefY8uWLar10tLSYG9vL3q/cllqamqF2//555/RoEED1cfIkSNV23NycoJCocD27dsBANu3b8fDhw/h4+ODmJgYXLhwAf7+/khISICbmxvy8vLU1s3JyYGHhwfi4uJw5swZBAYG4vr16/Dy8kJmZqbauoWFhXBxccGdO3dw/PhxXLx4EZGRkfD19UVqaqrauiUlJXB0dERKSgoOHTqEiIgIhIWF4dixY0hMTISzs7Mo7vT0dOzduxcxMTEICgqCv78/4uPj4e7uLoo7NzcXe/bsQXx8PE6fPo3AwEBcu3YN3t7eyMjIUFtXLpfDxcUFiYmJaN++PUJDQxEREYGDBw8iNTUVO3bsQGlpKbZv347S0lLs2LEDqampOHjwICIiIhAaGgo/Pz8kJibCxcUFcrlcbfsZGRnw9vbGtWvXEBgYiNOnTyM+Ph579uxBbm6u2rp5eXlwd3dHfHw8/P39ERQUhJiYGOzduxfp6elq6yoUCjg7OyMxMRHHjh1DWFgYIiIicOjQIaSkpMDR0RElJSVq70lNTYWvry8iIyNx8eJFHD9+HHfu3IGLiwsKCwvV1s3MzISXlxeuX7+OwMBAnDlzBnFxcarL2c/G7ebmhoSEBPj7++PChQuIiYmBj48PHj58KIrbyckJSUlJOHr0KMLCwnDlyhUcPnwYycnJsLCwQHFxsdp70tLS4Ovri6ioKISEhODEiRO4ffs2du/ejYKCArV1s7Ky4OXlhdjYWJw7dw5nz55FbGwsPD09kZ2drbZufn4+XF1dkZCQgFOnTiE4OBjR0dHYv3+/KO6ioiI4OTnh3r17OHLkCMLDwxEeHo4jR47g3r17cHJyQlFRkaiv7d+/H9HR0QgODsapU6eQkJAAV1dX5Ofnq62bnZ0NT09PxMbG4uzZszh37hxiY2Ph5eWFrKwstXULCgqwe/du3L59GydOnEBISAiioqLg6+uLtLQ0tXWLi4uxc+dOJCcn4/Dhw7hy5QrCwsJw9OhRJCUlVXiMmDp1Kh0jKjlG+Pn5af0Y0bVrVzpGVHGM2Llzp9aPEUuWLKFjRBXHiIrqCDAd8vDwYOPHj2fOzs7swIED7MMPP2QymYxt27ZNtU7Hjh3ZxIkTRe+9ffs2A8C2bNlS4bblcjl7/Pix6iMoKIgBYJGRkdr6cYxW+XwQPigH/FEO+KL2549yIJ3OblTfu3cvFi5ciJs3b6J169YAgPfeew+lpaX46quvMGPGDDRu3Bi2trZQKBSi9yvHy6hscmRra2tYW1urvq9Xr54WfgrTMGPGDN4h6JfoaMDCAmjUCHB3BxYsAJo1q/59Z84AcXHAJ58A588DAwYAz1zWrgzlgD/KAV81bn+5HAgMBMaMAfbvB6ytgalTq39ffj6wYwfw7ruApSXw4AEwePDzBW1kqA9Ip7PLf3/88Qf69u2rKqiU3nrrLTx58gRRUVEAhMt8aWlpovcrl7Vs2VL7wZo4f39/3iHoD7kc6NsX6NULmDwZWL0a6NIFWLYMYKzi99y8CXzwAfDaa8DnnwvvGzsWGD26xrulHPBHOeCrxu3/7bfA668D06YJ/W7aNGDmTODy5crfs2GD0I+//hoYOhTo2BEYMgS4cUMzwRsJ6gPS6ayoevjwIUpKSkTLi4qKAADFxcUAgD59+uDmzZuqpwWVLv/bQfr06aPdQAl69+7NOwT9kZ1d9nVYmPA5NxfYuhUICan4PW++Cfz1V9n3yjHYrl6t8W4pB/xRDviqcftv3ix8Pnq0bJm3NzBoUMXrP3kCrFkjnJkCgIyMstciIqQHasSoD0ins6Kqa9euiIqKws2bN9WWe3t7w8zMTJW8KVOmoKSkBM7Ozqp1FAoFXF1d4eDggDZt2ugqZJOVnp7OOwT9YVZFFylfcJWXkPDcu6Uc8Ec54Etr7V/ZGebqXjNB1Aek09k9VStWrMDJkycxfPhwLFmyBI0bN4afnx9OnjyJjz76SHVZz8HBAVOnTsWqVavw6NEjdO7cGe7u7rh79y493qkjFZ1RNFlVFVVaPABTDvijHPCltfYvLdXOdo0Q9QHpdHamasSIEQgNDUX//v3xxx9/YNmyZbh9+zY2bNgAR0dHtXX37NmDZcuWwcPDA0uXLkVRURH8/PwwYsQIXYVr0p69782klRvuQ8TMTLifo3t3wNkZ6NQJ+PfewEopLzlUg3LAH+WArxq1fwUPNam5fx/o1g349VfhJvQFC6ouqpYtkxSjsaM+IJ3OzlQBwgCeJ06cqHY9GxsbbNq0CZs2bdJBVORZV65cwYsvvsg7DP3w88+Vv2ZmBvz4o/D1okXC52nTqt6evz8wd261u6Uc8Ec54KtG7V/JuIUq330nPDjy75RnCAsruwerIpVd0jdR1Aek09mZKmI4Jk2axDsEwyCTiZfl5VX9HkvLGm2acsAf5YCvGrV/dZenKnqd7puqMeoD0lFRRUT+Kv/kGqlcRUVVRcvKq+H9HJQD/igHfNWo/asrqirqj3RPVY1RH5COiioismTJEt4hGIaKbmKv7h6PGt74STngj3LAV43avzZnnejm6xqjPiAdFVVERDm3EalGRUVVQUHV76nhHwHKAX+UA75q1P7VnXWq6EzVv2MikupRH5COiioiMrcGN1KbhOqe1KvogF3df8EffVSjXVMO+KMc8FWj9v/++6pfr+ifmH8HnK5UdHT1+zUR1Aeko6KKiBw4cIB3CPph376qX69NUVXDSw+UA/4oB3zVqP19fKp+vaIzx0+fVv2epUur36+JoD4gHRVVRGTo0KG8Q9AP5aevqMjYsVrbNeWAP8oBXxpp/4qKgm7dqn5PdQ+bmBDqA9JRUUVE7ty5wzsE/VDVaOpaRjngj3LAF7f2p6JKhfqAdFRUERFbW1veIegHc3Nuu6Yc8Ec54Itb+9M4VirUB6SjooqINGzYkHcI+oHjmSrKAX+UA764tT8VVSrUB6SjooqIxMXF8Q5BP3C8DEA54I9ywBe39qeiSoX6gHRUVBGRkSNH8g5BP3A8uFIO+KMc8EXtzx/lQDoqqojI/v37eYdg8igH/FEO+OLW/nSmSoX6gHQyxozzN+jq1avo378/IiMj0a9fP97hEEO0fr0wy72mGWeXI0T3tHGJfuhQICRE89slJoHOVBERmpqAP8oBf5QDvri1P/3To0J9QDoqqojIxx9/zDsEk0c54I9ywBe1P3+UA+moqCIibm5uvEPQDxz/Y6Uc8Ec54Itb+9OZKhXqA9JRUUVEJkyYwDsEk0c54I9ywBe39qeiSoX6gHRUVBGRv//+m3cI+kFbB9cabJdywB/lgC9u7U9FlQr1AemoqCIizZo14x2CcSstrXYVygF/lAO+uLU/FVUq1Aeko6KKiJhznPPOJNSgqKIc8Ec54Itb+1NRpUJ9QDoqqohISkoK7xCMWw0O2pQD/igHfHFrf47TU+kb6gPSUVFFRF555RXeIegHjvdUUQ74oxzwRe3PH+VAOiqqiIifnx/vEPQDx8sAlAP+KAd8UfvzRzmQjooqIvLRRx/xDsHwHD5c83VrUKxRDvijHPCl0fb/7LOar0uX/1SoD0hHRRUR2blzJ+8Q9MORIzVftwY3n6vk51e7CuWAP8oBX9W2v5Q+J8Xly9rZrgGiPiAdFVVEZMmSJbxD0A9SxmiRcqnwjz+qXYVywB/lgK9q2//SJd0EYsKoD0hHRRURoUk0a0FKUVWDM1WUA/4oB3xV2/7FxTXfGF3SqxXqA9JRUUVEJk+ezDsEwyPlUkRJSbWrUA74oxzwRe3PH+VAOiqqiMjFixd5h2B4pJypunu32lUoB/xRDviqtv0zMmq+MRrQs1aoD0hHRRUR6dSpE+8QDI+Ug/bBg9WuQjngj3LAV7Xtr837fR4/1t62DQj1AemoqCIiBQUFvEMwPBr+T5hywB/lgK9q2//BA+3tnIoqANQHaoOKKiKSm5vLOwTDo+HHuykH/FEO+OLa/jTnHQDqA7VBRRUR6datG+8QTB7lgD/KAV/U/vxRDqSjooqIBAUF8Q7B5FEO+KMc8KXR9pd6eb4GT+iaAuoD0lFRRUTef/993iEYHg3fU0U54I9ywBfX9tfWaO0GhvqAdFRUERFXV1feIZg8ygF/lAO+NNr+Ugf/pDNVAKgP1IaMMeMcwOPq1avo378/IiMj0a9fP97hEEMk5UDs4QF88EHN1zfObkeI7kjpn599BuzYUfP1b94EunSRHhMxeXSmiojQ1AT8UQ74oxzwxbX96UwVAOoDtUFFFRGZOXMm7xD443wmiXLAH+WAr2rb/6OPar4xqf2Z7qkCQH2gNqioIiKnTp3iHQJ/Ug/CUta3t692FcoBf5QDvqpt/xde0N7O6UwVAOoDtUFFFRHp06cP7xD40+aZqhr8F0w54I9ywFe17c+5j5oC6gPSUVFFRB5oc/oHQyH1oCrlAF+DbVMO+KMc8FVt+0vpc9o882zEqA9IR0UVETHSB0Kl0eZ/qjVoX8oBf5QDvqptfyn5kTqkAuUeAPWB2qCiiojY1+CeH6PHuaiiHPBHOeBLo+1PZ6pqhfqAdFRUEZGoqCjeIfCnzct/NViXcsAf5YCvatuf7qnSOuoD0um8qLp69SreeustNGrUCHXq1EHPnj3xv//9T20dhUKBr776Ci1btoStrS0cHBwQEBCg61BN1uuvv847BP60ecCuwbYpB/xRDvji2v50pgoA9YHa0GlRdfr0aQwePBiPHj3Ct99+i61bt+LNN99EcnKy2nrz5s3Db7/9hlmzZmHr1q0wNzfH66+/jpCQEF2Ga7I8PT15h8Af58t/lAP+KAd8Vdv+dKO61lEfkE5n09Tk5uaia9euGDJkCHx9fWFmVnE9Fx4eDgcHB2zatAnLly8HAMjlcvTs2RPNmjVDaGhojfZH09SQ55KTU/NxcMaPB3x8gAYNarZ++/ZAYmJtIyOEAMCyZcDWrTVb984d4H//A37/vWbrh4UBDg61jYyYMJ2dqfLy8sLDhw+xYcMGmJmZoaCgAKUVnA3w9fWFubk5Fi5cqFpmY2ODBQsW4NKlS7h//76uQjZZNDUBpJ2pOngQsLMDevas2fpdu1a7CuWAP8oBX9W2v5Q+2qEDsGVLzdene6oAUB+oDZ0VVWfOnIGdnR1SUlLQrVs31KtXD3Z2dvjkk08gl8tV60VFRaFr166ws7NTe//AgQMBANHR0RVuX6FQIDc3V/WRn5+vtZ/F2M2bN493CPylp9d8XeXj2hYWNVv/9OlqV6Ec8Ec54Kva9t+7V3s7v3VLe9s2INQHpNNZUZWQkIDi4mK8/fbbGD9+PA4cOIAPP/wQO3fuxPz581XrpaWlVfgYp3JZampqhdv/+eef0aBBA9XHyJEjVdtzcnKCQqFQVd3bt2/Hw4cP4ePjg5iYGFy4cAH+/v5ISEiAm5sb8vLy1NbNycmBh4cH4uLicObMGQQGBuL69evw8vJCZmam2rqFhYVwcXHBnTt3cPz4cVy8eBGRkZHw9fVFamqq2rolJSVwdHRESkoKDh06hIiICISFheHYsWNITEyEs7OzKO709HTs3bsXMTExCAoKgr+/P+Lj4+Hu7i6KOzc3F3v27EF8fDxOnz6NwMBAXLt2Dd7e3sjIyFBbVy6Xw8XFBYmJiVi3bh1CQ0MRERGBgwcPIjU1FTt27EBpaSm2b9+O0tJS7NixA6mpqTh48CAiIiIQGhoKPz8/JCYmwsXFBXK5XG37GRkZ8Pb2xrVr1xAYGIjTp08jPj4ee/bsQW5urtq6eXl5cHd3R3x8PPz9/REUFISYmBjs3bsX6enpausqFAo4OzsjMTERx44dQ1hYGCIiInDo0CGkpKTA0dERJSUlau9JTU2Fr68vIiMjcfHiRRw/fhx37tyBi4sLCgsLhXVXr5b0+719+3aUSPjvVqFQwMnJCUlJSTh69CjCwsJw5coVHD58GMnJyVi2bBmKi4vV4k5LS4Ovry+ioqIQEhKCEydO4Pbt29i9ezcKCgrU1s3KyoKXlxdiY2Nx7tw5nD17FrGxsfD09ER2drbauvn5+XB1dUVCQgJOnTqF4OBgREdHY//+/Xj48KHaukVFRXBycsK9e/dw5MgRhIeHIzw8HEeOHMG9e/fg5OSEoqIiUV/bv38/oqOjERwcjFOnTiEhIQGurq7Iz89XWzc7Oxuenp6IjY3F2bNnce7cOcTGxsLLywtZWVlq6xYUFGD37t24ffs2Tpw4gZCQEERFRcHX1xdpaWlq6xYXF2Pnzp1ITk7G4cOHceXKFYSFheHo0aNISkqq8Bixe/duOkZUcozw8/PT+jHixx9/rPIYIeUfH+UxosbmzKn+GPFvLJmZmfDy8sL169cRGBiIM2fOIC4uDh4eHsjJyRHF7ebmhoSEBPj7++PChQuIiYmBj4+PqK9Vd4zYuXOn1o8R+/fvp2NEFceIiuoIMB3p2LEjA8AWL16stnzRokUMALt586ZqvYkTJ4ref/v2bQaAbdmypcLty+Vy9vjxY9VHUFAQA8AiIyM1/rMYO2UuTNrgwYwJt6tW//HkifCePn1q/p7S0ip3Tzngj3LAV7XtX9O+Vv7PXG3eY8KoD0inszNVtra2AIAZM2aoLVfOgn3p0iXVegqFQvR+5SVC5XaeZW1tDTs7O9VHvXr1NBa7qbl9+zbvEAyTlGc+ioqqfJlywB/lgC9qf/4oB9LprKhq2bIlAKB58+Zqy5s1awYAyM7OBiBc5ktLSxO9X7lMuR2iPXXr1uUdAn/anqW+mkuFlAP+KAd8UfvzRzmQTmdFVf/+/QEAKSkpasuV90g1bdoUgDAr9s2bN5Gbm6u23uXLl1WvE+2qX78+7xD4k1JU1WZUkmqKKsoBf5QDvqj9+aMcSKezomratGkAgF27dqktd3FxgYWFBUaNGgUAmDJlCkpKSuDs7KxaR6FQwNXVFQ4ODmjTpo2uQjZZCQkJvEPgT9uPVFezfcoBf5QDvqj9+aMcSFfDZ8CfX9++ffHhhx9i9+7dKC4uxsiRI3H+/Hns378fq1atUl3Wc3BwwNSpU7Fq1So8evQInTt3hru7O+7evSsqyIh2jBgxgncI/NXmTJWUM1bVFFWUA/4oB3xR+/NHOZBOp9PU7Ny5E+vWrcPly5exbNkyREVFYcuWLfjpp5/U1tuzZw+WLVsGDw8PLF26FEVFRfDz86ME68j+/ft5h8Bfbc5UVfIQRYWqKdooB/xRDvii9uePciCdzqap0TWapoY8lx49gNjY6teztATkcsDMTFj/7bdrNnBgRgbQuPHzx0mIqVIOulud8+eBf8ctRNeuQE0vaRnnn0aiZTo9U0UMA01NgJqdqbp0CXj8WCioAOCll4QD9ocfPvf2KQf8UQ74eu72Hz9e6GfKggoA/vkHiIl5vu2aEOoD0tGZKiJSVFQES0tL3mHwVd1/tCNHCv8BV6a6/6IfPACeGV6kPMoBf5QDvqpt/+r6WFV/2r75BnjmthNJ7zcR1AekozNVRGT37t28Q+BP20//VXNPFeWAP8oBX9T+/FEOpKOiiohMnDiRdwj8Vff0X03v56hMNUUb5YA/ygFf1P78UQ6ko6KKiERFRfEOgT/O41RRDvijHPBF7c8f5UA6KqqIiL29Pe8Q+NP2NDXVbJ9ywB/lgC9qf/4oB9JRUUVIRao7U/W8N7Fq+0wYIcaMbiIneoqKKiJS0YTWJofz5T/KAX+UA76qbH8qqnSC+oB0VFQRkb59+/IOgb/Ro6t+Xcs3qlMO+KMc8FVl+2v78nwVw52YEuoD0lFRRUROnjzJOwT+2rbV7var+aNAOeCPcsBXle2v7aKq/IChJoz6gHRUVBGRD2syIrix0/ZBu5ozVZQD/igHfFXZ/pwfJDEV1Aeko6KKiDg5OfEOgb/qDqpt2tRsO+3aAVZW4uXVFFWUA/4oB3xV2f4V9U9LS2D48JptvFmzsq+bNhW/Tg+SAKA+UBtUVBGRJUuW8A6BP+VBu1cvwM0NePIEyM8HTp8Gpk0Dfvut6vdv2gS0bw8EBwvvTUoCFiwoe72agzblgD/KAV9Vtn/5omruXODaNaCwEDhxAujeHfjyy6o3vngxMHs24OUF3L8vzOF55AgwZIjwOhVVAKgP1AYVVUSEJtFE2UH7vfeEg7atLVC3LvDaa8C+fUCTJlW/f/lyIDFROKNlbi7co+XiArRurb79SlAO+KMc8FVl+5fvP7t3Az17Cv2sXj0gNrb6f3qsrQEPD2DGDOFrOzvgrbeA+fOF16moAkB9oDaoqCIiU6dO5R0Cf8qDqpmGu4hye9UctCkH/FEO+Kqy/csXVZrso+bmwmcqqgBQH6gNKqqIyIULF3iHwB/noopywB/lgK8q21/Zf5RFkKYo+yfdqA6A+kBtUFFFRLp06cI7BP6UB1VORRXlgD/KAV9Vtj/nf3pMBfUB6aioIiJ5eXm8Q+BPW/8JK7dXzX/ClAP+KAd8Vdn+nP/pMRXUB6SjooqIFBQU8A6BP87/CVMO+KMc8FVl+2v78h8VVQCoD9QGFVVEpFOnTrxD4I9zUUU54I9ywFeV7a+t/lnDM8mmgvqAdFRUEZGQkBDeIfDn4SF8fvJEs9vNzFT/XAnKAX+UA76qbH/lGZT8fO3sPCiIJm0G9YHaoKKKiNBjtOUcOqTZ7T16JHyeNavK1SgH/FEO+Kqy/b/7Tjs7vXu37OunT7WzDwNCfUA6KqqIiJubG+8Q9IemLy8oKRRVvkw54I9ywFeV7e/vr52dWlqWfV1crJ19GBDqA9LJGDPOc5xXr15F//79ERkZiX79+vEOhxgamUz4/MorwJUrmt8uQJcXCKktW1tALhe+1mQ/2rEDUE7NkpMDNGiguW0Tk0BnqogITU1QjqafLqohygF/lAO+qmx/bT2dR2eq1FAfkI6KKiIyq5r7fUyKhQWX3VIO+KMc8FVl+2urqCp/uZ/OJFMfqAUqqojIiRMneIegPzidqaIc8Ec54KvK9tfWWaTyRRWNVUV9oBaoqCIiffv25R2C/uB0popywB/lgC/u7U9FFf8cGCAqqohIWloa7xD4Kj+GFKeiyuRzoAcoB3xxaf/yD5Jcv677/esZ6gPSWWRlZdX6zQ0aNIA5p8sjRHtk5Q8spigoqOxrTr/fJp8DPUA54ItL+5ffp7MzMHas7mPQI9QHpLNo2rRprd8cEBCAMWPGaDAcog9atGjBOwS+yt9XwamoMvkc6AHKAV/c25+mquGfAwNk8c4776B3796S3lRQUIBff/1VSyER3qKjo/HSSy/xDoOf8kUVp8t/Jp8DPUA54ItL+5d/4o+e/qM+UAsWkydPxsyZMyW9KTMzE5s3b9ZSSIS3CRMm8A5Bf2hrRPVqUA74oxzwRe3PH+VAOrNXXnlF8pvq1auHLVu2oFu3bloIifDm5eXFOwS+yp/251RUmXwO9ADlgC/u7U9P//HPgQGiaWoIedaBA8CUKcLXU6cCPj6a2zZNU0PI89NWP3J1BT78UPj6zTeBY8c0t21iEmhIBSJi8lMT6MENqiafAz1AOeCLe/vTmSr+OTBAZgAgl8tx9uxZBAUFofjfkWozMzOxYsUKODg4oEePHpg1axZiYmK4Bkt0Y/78+bxD4OvJE94RUA70AOWAL+7t//gx3/3rAe45MEBmycnJ6N69O8aNG4cxY8agZ8+eSEpKwrBhw/Drr7/i5s2buH//Pry9vTFkyBBER0fzjplo2b59+3iHwNeWLWVf29lxCcHkc6AHKAd8cW//ixf57l8PcM+BATJbv349MjIysG3bNvj4+MDS0hJvvPEG8vPzERERgezsbOTm5uLs2bOwtLTEDz/8wDtmomUjR47kHQJf5c/IanOcqtTUSl8y+RzoAcoBX9T+/FEOpDMLCAjAJ598gk8//RSTJ0/G1q1bERsbi5UrV6rd4D169GgsXrwYwcHBHMMluhAfH887BNNQxRQQlAP+KAd8Vdr+RUW6DcSEUR+QziwlJUVtcC/l1xUNl/Diiy8iOztbZ8ERPuw4XfLSC7p8Iq+KvmTSOdATlAO+Km3/nBzt7fTZaVny8rS3LwNAfUA6s6KiIlhZWakWWFpaAgAsKhhJ2sLCAkY6AgMpp27durxD4OfePd3ta+LESl8y6RzoCcoBX5W2/8qVugvi6lXd7UsPUR+QzgyoeNJEmkjRdN2+fZt3CPyEheluX/8+aVsRk86BnqAc8FVp+7u56S6I8HDd7UsPUR+QzgIAvv76a/z8888AgJJ/x+j56KOPRFXqY3rE1CQMHTqUdwj86LKoAoSxcCoYtd2kc6AnKAd8Vdr+DRtq9xJgeVeu6GY/eor6gHRmI0aMQMeOHdG4cWM0btwYzZo1w8iRI9G2bVvVMuVHx44dMWLECN4xEy07cOAA7xD4uXRJt/u7ebPCxSadAz1BOeCrwvbPzwdyc7W302ev0Oj6nyw9Q31AOpqmhhAlhUIYl+rp07JlCxcCTk6a28ezB+09e4APPtDc9gkxZhcuAM8+5q/JP2Hu7sC8ecLXFhbCJfq7d4F27TS3D2LUuE1Ts2HDBshkMvTs2VP0mkKhwFdffYWWLVvC1tYWDg4OCAgI4BClaTLZqQmuXhUKqqZNy5ZpekLlb78VPisnMr98ucLVTDYHeoRywFeF7R8aKnzu21f4PHeuZndavr8r/xk34WGEqA9IJ0tKSpJc5rdt2/a5dpqcnIxu3bpBJpOhffv2uH79utrrM2bMgK+vL5YtW4YuXbrAzc0NV65cQWBgIIYNG1ajfdCZqtorLi6u8OlPo/fzz8Dq1cC77wJ9+gB//ikUPS1banY/CoUwUevUqcDLLwMVzFJgsjnQI5QDvips/0mTAD8/4LffgE8/BaysxGd/n8eTJ0IxNXIkUL8+8Ouvmj9bbUCoD9SCmZkZk/rxvN5//302ZswYNnLkSNajRw+11y5fvswAsE2bNqmWFRYWsk6dOrHBgwfXeB+RkZEMAIuMjHzueE2No6Mj7xD4eO01xgDG/vc/4fvSUu3tKzVV2JdMxlhOjuhlk82BHqEc8CVq/5ISxho1EvrN5cva27Gy3x85IuzrxRe1ty89R31AOovdu3erCqzS0lJs3boVSUlJmDVrlmoA0Li4OHh5eaF9+/ZYunTpcxVxFy5cgK+vL6KiovD555+LXvf19YW5uTkWLlyoWmZjY4MFCxZg9erVuH//Ptq0afNcMZCqvfnmm7xD0L2nT8vm+ho9WviszWFF7O2Bjh2BO3eEm2HHj1d72SRzoGcoB3yJ2j8+HsjKAmxtyy7/aYOy3yuffIuLA9LT1W8LMBHUB6SzmFvumvSGDRsgl8tx69YtNG7cWG3FdevWYdiwYXjw4EGtd1ZSUoLPP/8cH330EXr16lXhOlFRUejatatoJNeBAwcCAKKjoyssqhQKBRQKher7/Pz8Wsdp6iIiItC6dWveYehWeLhw6r9pU6BHD93sc9gwoagKCREVVSaZAz1DOeBL1P7Kf3oGDgT+HaRaqxo3Bnr2BK5fB86dA95/X/v71DPUB6RTuwt3586dWLhwoaigAoCmTZvi448/hqOjY613tnPnTiQlJWH9+vWVrpOWlgZ7e3vRcuWy1Eomof3555/RoEED1YdyIsi0tDQ4OTlBoVCobrrbvn07Hj58CB8fH8TExODChQvw9/dHQkIC3NzckJeXp7ZuTk4OPDw8EBcXhzNnziAwMBDXr1+Hl5cXMjMz1dYtLCyEi4sL7ty5g+PHj+PixYuIjIyEr68vUlNT1dYtKSmBo6MjUlJScOjQIURERCAsLAzHjh1DYmIinJ2dRXGnp6dj7969iImJQVBQEPz9/REfHw93d3dR3Lm5udizZw/i4+Nx+vRpBAYG4tq1a/D29kZGRobaunK5HC4uLkhMTERSUhJCQ0MRERGBgwcPIjU1FTt27EBpaSm2b9+O0tJS7NixA6mpqTh48CAiIiIQGhoKPz8/JCYmwsXFBXK5XG37GRkZ8Pb2xrVr1xAYGIjTp08jPj4ee/bsQW5urtq6eXl5cHd3R3x8PPz9/REUFISYmBjs3bsX6enpausqFAo4OzsjMTERx44dQ1hYGCIiInDo0CGkpKTA0dERJSUlau9JTU2Fr68vIiMjcfHiRRw/fhxZ/z46XDx8OLbv2KFaNzMzE15eXrh+/ToCAwNx5swZxMXFwcPDAzk5OaK43dzckJCQAH9/f1y4cAExMTHw8fHBw4cPRXEH/TsmXMbhwwgLC8OVK1dw+PBhJCcnIyIiAsXFxWrvSUtLU53lDQkJwYkTJ3D79m3s3r0bBQUFautmZWXBy8sLsbGxOHfuHM6ePYvY2Fh4enoiOztbbd38/Hy4uroiISEBp06dQnBwMKKjo7F//35R3EVFRXBycsK9e/dw5MgRhIeHIzw8HEeOHMG9e/fg5OSEoqIiUV/bv38/oqOjERwcjFOnTiEhIQGurq7Iz89XWzc7Oxuenp6IjY3F2bNnce7cOcTGxsLLywtZWVlq6xYUFGD37t24ffs2Tpw4gZCQEERFRcHX1xdpaWlq6xYXF2Pnzp1ITk7G4cOHceXKFYSFheHo0aNISkqq8Bhha2tLx4hKjhF+fn5aP0akpqaqHSNu/PknACDC2lpnx4gH/54Ru//nn7hz5w5cXFxQWFiotq42jxFOTk5ISkrC0aNHRceInTt3av0Y0apVKzpGVHGMqKiOQPlrgba2tmz9+vWVXiv8/vvvWZ06dWp1nTEjI4M1atSIbd68WbWsonuqOnbsyCZOnCh6/+3btxkAtmXLlgq3L5fL2ePHj1UfQUFBdE9VLV26dIl3CLo3YIBw/8Sff+pun7Gxwj5tbBh78kTtJZPMgZ6hHPCl1v6lpYy1bCn0F39/3QVx9qywz2bNhHu6TAz1AenUzlQNGjQIv//+OyIjI/GsiIgIbN26FQ4ODqLXamLNmjVo1KhRhfdRlWdra6t2GU9JLperXq+ItbU17OzsVB/16tWrVZwEePToEe8QdCstrWzkZF3eQ/Dii0CrVoBcLnps2+RyoIcoB3yptf+NG0BqKmBjAwwfrrsghg0D6tUDHj0CoqJ0t189QX1AOrWiavv27TAzM8PAgQMxdOhQzJs3D/PmzcPQoUPh4OAAMzMzbNu2TfJOEhIS4OzsjKVLlyI1NRV3797F3bt3IZfLUVRUhLt37yIrKwuAcJkvLS1NtA3lspaafrydiLz88su8Q9AtPz/h88CBQIsWutuvTFZ2L5W/v9pLJpcDPUQ54Eut/U+fFj6PGCHcqK4rVlbA2LHC18eP626/eoL6gHRqRdVLL72Ea9euYenSpcjMzMS+ffuwb98+ZGZm4osvvsC1a9fQoxY38aakpKC0tBRLly5Fhw4dVB+XL1/GzZs30aFDB/zwww8AgD59+uDmzZvIfWYqgsv/DpLYp0+fWv6opKZOnTrFOwTdOnZM+Dxpku73XUlRZXI50EOUA77U2l85+PNrr+k+EOXZ64MHdb9vzqgPSKeTaWoyMjIQEhIiWr5mzRrk5eVh69at6NSpE3r16oXLly9j0KBB2LRpE5YvXw5AeLKvZ8+eaNy4McJqOBcTDf5ZewqFAtbW1rzD0I3Hj4HmzYUBOf/+G+jdW7f7z8oSnjgsLQXu3QP+fbLVpHKgpygHfKnaXy4XnsR78oRfH23eXJiy5sYN4bK9iaA+IJ1Opqlp0qQJ3nnnHdFHkyZNUL9+fbzzzjuqIRYcHBwwdepUrFq1CitXroSzszPGjBmDu3fvYuPGjboI1+T9+e9TNibhwAGhoHrpJaCSYT60qlEjYMAA4euTJ1WLTSoHeopywJeq/c+cEQqqVq349dFx44Sv9+3T/f45oj4gnVl8fLzkN8nlcvz2229ITk7WQkjAnj17sGzZMnh4eGDp0qUoKiqCn58fRowYoZX9EXVLlizhHYLueHoKn2fN0u5gn1V55x3hc7kZ4U0qB3qKcsCXqv0PHRI+v/suvz46fbrwee9ezU7grOeoD0hnVtGTftUpKCjAihUrcPPmzefa+fnz50Xz/gHCCOqbNm1CWloa5HI5wsPDMf6ZwRGJ9pjMJJopKUBgoPD1zJn84pg8Wfh87pxwqQEmlAM9Rjnga/v27cIltyNHhAXvvccvmLffFp48jIsre1LYBFAfkM7i4MGDuHXrlqQ3PXnyREvhEH0wdepU3iHohqur8F/nsGFA+/b84ujSRbhPJCYGOHoUmDfPdHKgxygHfE2dOlUYaiQzU7inSpdDKTzLzk6YAN3DQ5hc+d8ZPowd9QHpLA4ePIiDJvhUA6lcUFAQpk2bxjsM7SouLpt5ftEivrEAwJQpQlG1fz8wb55p5EDPUQ74CgoKwjTlmeRJkwALC74BLVwoFFV79wK//QY0aMA3Hh2gPiCdWWlpKWr7MWbMGN7xEy140RSebjl2DEhOBpo0Ef4D5W3KFOHz6dPAo0emkQM9Rzngq3uHDkIBAwj3PPI2dKjwQMuTJ8Bff/GORieoD0ink6f/iGHJycnhHYL2Ke8V+OgjQB8eGe7eXXgKsLgY8PQ0jRzoOcoBX+YnTwI5OUDr1sDo0bzDEW6SV57V3roV+HfuTmNGfUA6KqqISGFhIe8QtCs8XLgp3NwcWLyYdzRl5s8XPru6opDuW+TO6PuBnmty4oTwxezZQl/VBx9+CLzwApCQUPZUohGjPiAdFVVEpGPHjrxD0K4NG4TPs2cD7drxjaW86dOFs2bXrqE7Hcy4M/p+oM8ePEDTiAjh67lz+cZSXr16gHL+2v/+1+iHV6A+IB0VVUTk4sWLvEPQHuUTdjIZsGoV72jUvfCCMBYPgMKtWzkHQ4y6H+g7JyfISkqAwYP1bwTzzz8X5h+MiBBNL2VsqA9IR0UVEZmsHDfJGK1ZI3yeOhXo1o1vLBX593Jk1/Bw1ZhVhA+j7gf67OlTYOdO4WvlWSF90qQJ8Omnwtdffy1MMWWkqA9IpyqqFAoFjh49ipiYGJ7xED3g7u7OOwTtCAwUnvozNwf+ncBb74wYAfTpA1lhIUBTRHBltP1A3x04ADx4gAI7u7KBcfXNqlXCkAp//102K4MRoj4gnaqosrKywtSpUxEaGsozHqIHjHJqgtJS4N8JurF4sX6epQKEy5LLlglfb98OFBVxDceUGWU/0HeMCU/WAaj7n/8AVlacA6pE48bCWSpAOPttpA+WUB+QTlVUyWQydOnSBRkZGTzjIXrAKKcm2LULuHpVGBl57Vre0VRt+nQ8qV9fGEfLxCZw1SdG2Q/0XWAgcPkyYG2N3ZaWvKOp2hdfAG3aAPfuAT/+yDsaraA+IJ3aPVWrV6/G9u3bUZtJlonxmD17Nu8QNCs1FVixQvj6+++Bpk35xlMda2vIvvhC+PrHH01iPBx9ZHT9wBCsXy98/vhjvKe8b0lf2doC27YJX2/aBFQwj62hoz4gnVpRFRYWhsaNG6Nnz5547bXX8PHHH2Pp0qVqH18oD/bEaB07dox3CJq1ZAnw+LEwuKY+3vhagSNt2gCNGgHx8XS2ihOj6wf6LiQEOH8esLQEVq40jPZ/+23gnXeEQXsXLjS6f4AMIgd6RsZY2UAbZmbVPwwok8lQYgC/OFevXkX//v0RGRmJfv368Q7HoMTFxRnP9ASensJ4VBYWQGSkMHGxAYiLi8OLBw8C33wj3P/1zz/6MwCiiTCqfmAIXnsNOHMG+PhjwNnZcNr//n2gRw8gL084s/zNN7wj0hiDyYEeUauiajLfnyEUVOT5JCcn8w5BM27dKhsx/ZtvDKagAv7NwZIlZWerPDx4h2RyjKYfGAJ/f6GgsrRUjR9nMO3fpk3ZtFdr1wr3hBkJg8mBHqFxqoiIuTGcEXn6FJgxA8jPB4YPLxufykCYm5sLN9UrByhdvRooKOAblIkxin5gCEpKgJUrha+XLAE6dABgYO3/wQfCjAglJcDMmUB2Nu+INMKgcqAnKiyqwsLC8PPPP+PLL79EQkICAODJkye4evUq8vPzdRog0b2m+n4jd3UYE85QRUQIZ3o8PYXLfwZElYPPPxf+yKSlARs38g3KxBh8PzAUHh7CTAcNG6r982NQ7S+TAY6OwrRXd+4IBVZxMe+onptB5UBPqBVVT58+xXvvvYehQ4fim2++wf/+9z/cv39fWNHMDOPGjcNWmj7D6Bn8ALAbNwKuroCZGeDlJZyeNzCqHFhblxVTmzYJ928QnTD4fmAIHj8uOxv7zTfCP0H/Mrj2b9gQOHwYqFMHOH0a+Oor3hE9N4PLgR5QK6q+/fZb+Pn5wdHREfHx8Sh3DztsbGwwdepUHDlyROdBEt0aP3487xBq7+DBskH5/vc/wEB/FrUcTJ4sXMIsLBTGxiE6YdD9wFB88w3w4AHQtavoyVyDbP8+fQA3N+Hr334T/rkzYAaZA87Uiipvb2988sknWLhwIRqV+49BqXv37rhz547OgiN8eHt78w6hdtatK5vWYskS4LPPuIbzPNRyIJMBO3YIlzAPHRI+iNYZbD8wFOHhwB9/CF87OgpnZcsx2PafOhX49lvh6w8/BCZM4BvPczDYHHCkVlQ9evQIvXr1qnRlc3NzPDHS4fhJGYOcmiAsTBjYExAeb96yhW88z0mUg1691G/mffxY90GZGIPsB4aiuFi475ExYciTMWNEqxh0+69bB7z1lvC1v3/Z2SsDY9A54EStqGrTpg3i4uIqXfnixYvo3Lmz1oMifBnc1AShocC4cWXfnzhhcDemP6vCHKxZA3TuLIwQryywiNYYXD8wJL/8AkRFAS+8APz6a4WrGHT7m5kBe/eWff/hh8KtCQbGoHPAiVpRNXPmTDg5OeHSpUuqZTKZDADw559/wsfHB3PmzNFthETnFixYwDuEmvPzA4YOFQbeGzwYyM0F2rblHdVzqzAHtrbAn38KXzs7AydP6jYoE2NQ/cCQREeXnVXetg1o1qzC1Qy+/W1tAYUCePNN4Yzc5MnAhg28o5LE4HPAgVpR9c0332DIkCEYMWIERo8eDZlMhi+//BJt27bFokWLMGHCBHz55Ze8YiU64unpyTuEmtm/H5g0SfhaJhOKjPr1+cakIZXmYNSospvVX38dqOLMMnk+BtMPDEleHjB2rHD57913hTGdKmEU7W9lJdwD+fbbwvfffis8QGMgjCIHOqY2TQ0AMMbg6ekJX19fJCQkoLS0FJ06dcK0adPwwQcfqM5c6Tuapqb27ty5g44dO/IOo3KMCZcMvvoKKC0VlmVmqj2ObeiqzEFhIdCvX1lB9fSpMBI10Si97weGyNpa+H1t3BiIja30LBVgZO1fXCycQU9LE75v1AhISQFsbPjGVQ2jyoGOiAb/lMlkmD17Ng4fPox//vkHN27cgJ+fH+bMmWMwBRV5Pjdu3OAdQuUKCoApU4AVK4SCauFC4SBtRAUVUE0ObG0BX9+y762stB+QCdLrfmCI5s8X+iogDKVQRUEFGFn7W1gIRdR33wnfZ2UBHTsC6el846qGUeVAR9SKKicnJ2pEgoYNG/IOoWLXrgH16gk3fJqZCfdj7NxplGdpqs1Bjx7CQVnpwAGtxmOK9LYfGKJ//lF/Aq4Gt5EYXfvLZMK9ZH/+KQwQmpYmFJZ6PJaV0eVAB9SKqk8++QQ9e/ZE06ZN8e677+K3337DlStXUKq8xEJMgo2+nZIuLRWGSCh/GffMGWFoASM9e1qjHCQkqOZJw8KFQFKSdoMyMXrXDwxVTk7ZPUWAcF9VDRht+3/0ERAYWPb9hx8Cn3wCyOX8YqqE0eZAi9SKqgcPHmDfvn2YNWsW7t27h5UrV2LQoEFo2LAhxo0bh/Xr1+P8+fOcQiW6kpiYyDuEMqmpQKdOwH/+I9yX0LChMCbV6NG8I9OqGuXAzEy4r6pfP+FyQvv2wKNHWo/NVOhVPzBUBQXCsAm3bwOtWgm/n/Xq1eitRt3+AwcCyclA797C9zt3Cpf1r1zhG9czjDoHWiK6Ub28vLw8hIaGIjg4WHXjukwmQ7EBTBRJN6rXXmpqKlq2bMk7DOHpvk8+EW5CB4SZ4HfvNvgxqGpCUg4SE8suBU6aJDxtRLPLPze96QeGbN48wN1d+PrCBWG6pRoyifZnTJjTs/w8gXv2CMc6PWASOdAw0Y3qSrdv38aBAwfg4+ODffv24ebNm6hTpw7GVDDyLTEuB3kPUnfhgnBZb9o0oaCytATOnhUONiZQUAESc9Chg9A2AHDsmPB9SYl2AjMh3PuBoZswoayg2rhRUkEFmEj7y2TCQL6nTpUtmzNHWO7jwy+uf5lEDjRM7UzV9u3bERwcjODgYDx48ACNGjXCsGHDMGLECAwfPhz9+vWDuYH8B0xnqgyQXA707y88aq306afC/VT0hFv19u4FZswQvp49G/Dw4BsPMV1btgiX7AFhwMvVq/nGYwhKSoS2WrtWffmjR0DTpnxiItKxcmQyGbOwsGDvv/8+i4iIYIYsMjKSAWCRkZG8QzE427Zt0+0OS0sZ27KFMeFkeNmHo6Nu49Ajtc7BggVl7ffLL5oNysTovB8Yi7/+Uu/HpaW12ozJtr+bm/hY2L07YwqFzkMx2Rw8B7UzVZ9//jlCQkJw7do1WFhY4JVXXsHw4cMxfPhwDB06FA0aNOBY/klDZ6pqr6SkRDdnJBkTRkFfvRr4+++y5V26CDdsGtDvm6Y9Vw42bxbG8QKEEdjLP2lEakxn/cCYLF9eNpff4sXAH3/U+gldk27/J0+ARYuAv/5SX370qDDtjY6eejbpHNSS2j1V27ZtQ1RUFLKysnDw4EGMGDECISEheO+999C4cWP06dMHn3/+Oa9YiY44OztrfyehocIf/DfeKCuoWrYEHj4Ebt406YIKeM4cLF8OfPyx8PX58wBNNVErOukHxiQoqKyg6t0b2LHjuf74m3T716kjXL4vLBSeflZ66y1g0CChuNLBUEcmnYPaqu5U1p07d5iTkxN78cUXmUwmY2ZmZto/f6YBdPmv9pKTk7Wz4dJSxvz9GRs1quy0trU1YytWMJaZqZ19GqjnzsHTp+qXD9au1UhcpkRr/cAYubur/76lpz/3Jqn9y7lzh7EPP2TM1rasjXv1YszLi7GiIq3tlnIgnejpv9jYWDg5OWHWrFlo27YtOnfujE8++QT5+fmYPn06tm/fzqH0I7oUHh6u2Q2WlAjDI7zyCjB+vHD2xMJCGATv1i3hySAjm2bmeT13DiwthXafPVv4/vvvhQFCSY1pvB8YqyNHgLlzha/HjhXOrjRp8tybpfYvp0MHYNcuYfiUr74SJo6/dk2YkPrFF4VR2hUKje+WciCd2vPpTZo0QXZ2NhhjePHFFzFx4kQMGzYMw4cPR/v27TmFSHStTZs2mtlQVpYwrpSjI3DnjrCsTh3hj/t//gNoaj9GSCM5MDMTDsTK+zL+/BPo21cY+4tUS2P9wJgdPw5MnVr2va+vxiYJpvavQPPmwC+/CIXVjh3A778LA6suXCg8NbhokfC1vb1Gdkc5kE7tTNXcuXNx4MABPHr0SHXG6oMPPqCCysQ89+CuUVHCWahWrYQbpu/cEUZV/u47YSqVLVuooKqGxgbYtbISRqJv3lz4/tNPgVmzhAsIpEqGMMgxV999J9w0XVQkjClXVKTReyGp/avwwgvAmjXC8fS334T7UdPSgHXrgLZtgenTgZCQ5+7nlAPp1IqqX3/9Fe+88w6aaODULTFc6bWZOT0vTzgrMmSIMG3Krl3CuFMvvyycIUlOFi5B0e9WjdQqB5UxNxem+1FeCvTyEm4kpsKqShrNgbH5v/8D1q8Xvq5bVzgbquGBean9a6BuXWFy6sREwNsbGDpU+Cdq3z5hsNU+fYCtW4GMjFptnnIgXYXT1AQFBeH48eNI+neC1nbt2uGNN97AyJEjdR5gbdGQCrWXmJiIDsqJeqtSWiqMfu7qKpz2f/JEWG5hAUyZIkx4PGSI0U56rE01zoEUxcVl868pKRQ0sGoltJIDQ1daKp4CKTtbmJNTw6j9aykqSrg06OlZNkmzpaUwhdX8+cJI9zUsgCkH0qmdqXr69CkmT56MMWPGYPPmzQgICEBAQAA2b96MMWPGYMqUKSgqKuIVK9GRgICAyl9kTBh7ZtUqYTyp0aOFKVKePAG6dROu99+7V/ZfExVUtVJlDmrLwgJ48AD48MOyZVOnCjcWExGt5MCQFRWpz0lXv77wR1sLBRVA7V9rffsCLi5ASgqwbZswS0VREXDwoFBYtW4t3JO1cyfw9GmVm6Ic1EL5RwFXr17NZDIZW7FiBXvw4IFq+cOHD9nKlSuZTCZja9as0e3zibVEQyrUnlwuV19QVMTY4cOMvfyyeKTf+vUZ+/hjxi5dqvXIyURMlANNmzBBPY/Hj2t3fwZI6zkwJNevq/++tG3LWHGxVndJ7a9Bf//N2JdfMta0qfgYPn8+YwcOVDhiO+VAOrWiqn379mzevHmVrjx37lzWrl07bcekEVRU1d62bduEAunKFcY6dBB3QuWHkxNjBQW8wzVKOpke4sIF9XxGRWl/nwaEpuj4V3S0+u+Jn59OdkvtrwVPnzK2fz9j9vYVH9MbNWIsLIyxkhLGGOWgNtQu/6WlpcHBwaHSs1oODg548OCBls+dEW7y84GjR7Fk82bhcfwBA4QbIMvr1k0Y8by0VHh0t04dPrEauSVLlmh/J8OHAz4+6t8fPqz9/RoIneRA3wUFASNGlH2/aZMwC4IOUPtrgaWlcL9rSorw5OAvvwj3WSplZQkjtpubAzY2WGJtDdDN6pKoFVWtW7fG+fPnK105KCgIrVu31nZMRFcYAxISgJUrhXuf6tcH3n5b6GxAWcHUqpWwjDEgLk64l4ruldIqnQ2yO3WqcKPxmDFCUf3uu8CPP+pkCgx9Z9IDHTMm3Ow8diyQmyss++cfYQokHTHp9tc2mUwYeuGrr4Qns1NShCEyWrUqG2dMoRD+cW7WTFh/2zZhsGY6NlSt/GmrH374gclkMrZo0SIWFxfHiouLWUlJCYuLi2OLFy9mZmZmbP369bU6JRYeHs4+++wz9tJLL7E6deqwNm3asKlTp7L4+HjRunK5nK1cuZLZ29szGxsbNnDgQHb69GlJ+6PLf5V48kS4P6qyS3rKjxkzGMvJ4R2tyXr06JFud6hQMLZ0aVn+337b5POv8xzoC7mcsQULyn4XZs7kcpnfZNuft5wc4T7Z6v5GfPwxY7m5vKPVO2pFVXFxMZs7d65qjj8LCwtmYWHBzMzMmEwmY/PmzWMl/15rlWry5MmsRYsW7PPPP2d//vknW79+PWvevDmrW7cuu3btmtq606dPZxYWFmz58uXMycmJDR48mFlYWLDg4OAa74+Kqn8VFwv3Rn3xRdUdxNycsVWrGHv8mHl7e/OO2uRxy8GffzJmZSX8TnTpwtgzfdOUmGQ/SE1lbPBgIf9mZoxt2sTtARSTbH89s2/PHsY2bmTMwkK436qyvx9vvy38ndHywwuGoMIJlf/++2/2008/scWLF7PFixezn3/+mf3999/PtaOLFy8yxTNPF9y8eZNZW1uzWbNmqZZdvnyZAWCbNm1SLSssLGSdOnVigwcPrvH+TLaoKikRbjj+7TfGJk1irEGDqospR0fRhJzPm2vy/LjmIDxceLoLYKxOHWHSVhNkcv3g8mXGWrYU8t6wIWOnTnENx+TaXw+p5aC0lDFX16r/njRoIPzd2bRJ+H16+pRX6NxYAIBcLseRI0eQmJiIJk2a4I033sCqVas0eplxyJAhomVdunRBjx49cOPGDdUyX19fmJubY2G5yV9tbGywYMECrF69Gvfv36f5iMp7+lQY7C00VBiIMyhIuEemPDs7YNgw4MQJYMMGYd69Kubnyn72/UTnuOZgwAAgMhKYMQM4c0aYtPXyZeEmZUtLfnHpmMn0A+X9U//5jzCeUffuwiTJXbpwDctk2l+PqeVAJgPmzRM+AOHeqr17gY0bhbkGQ0OBx4+BY8eED0C4L3fIEOEhmBEjAAcHwNZW1z+GTlk8evQIQ4YMQWJiIti/g6vXqVMHhw8fxtixY7W6c8YYHj58iB49eqiWRUVFoWvXrrCzs1Nbd+DAgQCA6OjoCosqhUIBRblZuvPz87UUNWePHgGXLgm/wKGhQERE2ai5SvXrC7/Eo0YJg3P27SseBbkK8me3R3SOew6aNAFOnQK+/Rb4+WdhqovISOFpQQ1N1qrvuOdAF/LyhHk6lU+BvveeMEPCM8dfHkyi/fVclTkwMxP+4Zo5U/i+uFj4Bz8oCAgOFj6ys4V/zM6cEdaxtBT+aRsyRCiwBg0SBiM1Imbr16/H3bt38eWXX8LPzw+///47bG1tsWjRIq3v3NPTEykpKXj//fdVy9LS0mBfwUFbuSw1NbXCbf38889o0KCB6kM5pU5aWhqcnJygUChUT5Ns374dDx8+hI+PD2JiYnDhwgX4+/sjISEBbm5uyMvLU1s3JycHHh4eiIuLw5kzZxAYGIjr16/Dy8sLmZmZausWFhbCxcUFd+7cwfHjx3Hx4kVERkbC19cXqampauuWlJTA0dERKSkpOHToECIiIhAWFoZjx44hMTERzk5OeBoejsDp04G5c5HTrJkwMe477wj/HYSEAHI5il94Aff69oXi+++x///+D8jKwvaJE5G7aBH2xMYi/tYtnD59GoGBgbh27Rq8vb2RkZGhFotcLoeLiwsSExORlJSE0NBQRERE4ODBg0hNTcWOHTtQWlqK7du3o7S0FDt27EBqaioOHjyIiIgIhIaGws/PD4mJiXBxcYFcLlfbfkZGBry9vXHt2jUEBgbi9OnTiI+Px549e5Cbm6u2bl5eHtzd3REfHw9/f38EBQUhJiYGe/fuRXp6utq6CoUCzs7OSExMxLFjxxAWFoaIiAgcOnQIKSkpcHR0RElJidp7UlNT4evri8jISFy8eBHHjx/HnTt34OLigsLCQrV1MzMz4eXlhevXryMwMBBnzpxBXFwcPDw8kJOTI4rbzc0NCQkJ8Pf3x4ULFxATEwMfHx88fPhQFLeTkxOSkpJw9OhRhIWF4cqVKzh8+DCSk5MRHh6O4uJitfekpaXB19cXUVFRCAkJwYkTJ3D79m3s3r0bBQUFautmZWXBy8sLsbGxOHfuHM6ePYvY2Fh4enoiOztbbd38/Hy4uroiISEBp06dQnBwMKKjo7H/4EE8/OILHP/oI+GPbEgIWL9+OLJiBe7du4cjR44gPDwc4eHhOHLkCO7duwcnJycUFRWJ+tr+/fsRHR2N4OBgnDp1CgkJCXB1dUV+fr7autnZ2fD09ERsbCzOnj2Lc+fOITY2Fl5eXsjKylJbt6CgALt378bt27dx4sQJhISEICoqCr6+vkhLS1Nbt7i4GDt37kRycjIOHz6MK1euICwsDEePHkVSUlKFx4j69evr/zHC2VkUd3p6Ovbu3YuYmBgEBQXB398f8fHxcHd3V4vbe/VqlPTrB/j4gFlYIG7RIgR+9hmuJSVVe4zw8/PT+jEiNTWVjhFVHCN27typ9WNE+/btqz5G7N9fFreFBbZfvoyiL76A0+uv497Vqzi3dSvurliBzLFjUdiokXAmNDQU2LxZePK4TRvkN2wI+RtvIGbWLCS4uOCiv7/BHCMqqiPQtWtXNn/+fLVrgnv37mVmZmYsLi5Oa9cdb9y4wezs7NjgwYNZcbmb2zp27MgmTpwoWv/27dsMANuyZUuF25PL5ezx48eqj6CgIMO6p6qoiLH/+z9h1PKqbggEGOvRQ3jywtWVsfh4jd9I6ubmptHtEen0Lgfx8cLvHSDctLp1q9GPoK93OdAkNzfGbG2FfLZuzdjFi7wjEjHq9jcQGs1BaSljt24Jf7cWL2asTx/hAanK/s61acPY5MmMrV/PWFaW5uLQMtjY2LBdu3apLUxOTmYymYwFBQVpZadpaWmsY8eOrE2bNiwlJUXttR49erAxY8aI3vPPP/8wAGznzp012ode36ien8/Yvn2MvfYaY3PmVF1A2doyNm4cY2vWMHbypE5+uXLpMVnu9DIHeXmMvf9+2e/mlCmMZWfzjkpr9DIHz+vJE/XhEsaPZyw9nXdUFTLK9jcwWs9Bfr4ws8OmTUIB1bp11X8P33yTsXbthKeU09P18h87M4VCAZtnblpWfl9cXAxNe/z4MSZOnIicnBycOnUKLVu2VHvd3t4eaWlpovcplz27vl4rKQEuXhTuSVmzRrjBr0ULoF494P33gYAAYTLiisybB+zaBeTkAP7+wPr1wuziL7yg9bDd3d21vg9SNb3MQb16wkTZW7YIkzP7+gr364WH845MK/QyB88jIQEYPFg4rshkwA8/CA+vNGnCO7IKGV37GyCt56BuXeH+3+XLhePJ/fvCTe49egDjxonX9/MTBqL++GOgaVPhvi6ZDPj8c2D1auH1oiLtxlwNCwC4e/curl69qlr4+PFjAEBCQgIaVjADeb9+/Wq1M7lcjkmTJuHmzZs4c+YMXnrpJdE6ffr0QWBgIHJzc9VuVr98+bLqdb1UWir8Qnz9tTAbeOPGQAXFociECcLN5FZWwJIlwh8rzmh6CP70NgcyGbBsmfDHefp04O5dYOhQYbqLL78UDnJGQm9zUBsHDgAffiiMjt60KeDlJYyWrseMqv0NFJccvPmm8KHEWNk/AlevAn/8IX5PRaPvW1kBHToIJy5efhmwttZezOUpB/p89qOi5cpltVFcXMzeeustZmFhwY4fP17pemFhYaJxquRyOevcuTNzcHCo8f60dvnv6VPGYmMZ8/Vl7IcfGJs+nbHevRmzsal+BNqvvmLs++8ZO3JEOA2vp2gSTf4MIgfZ2cIlQOXv9+uvM2ZEo2AbRA6qU1jI2JIlZTkaNoyx5GTeUdWIUbS/gdPbHBQVMRYRIVzKLn8Mqmpw6y5dGHvrLeHvsKurMHG0FmaNkLm5uTGphdjcuXMlF2/Lli3D1q1bMWnSJEybNk30+uzZs1VfT5s2DYcOHcKXX36Jzp07w93dHeHh4Th79ixGlJ/cswpXr15F//79ERkZWbsza3K5MHFwbKz6R0KC8OhoRSwsyl6bMAHo1Us4hTl2rJBaA5kv79mzhET3DCYHjAFOTsLZK4UCaNkS8PQUhvMwcAaTg8okJAi3GURFCd+vXCnM62ggY40ZfPsbAYPKQVGRMMSQpydQUAC4uQnLGzQQxs+qTMuWwIsvCuOzde9e9rW9fa3+ZssYY5KLqtoYNWoUgoKCKn29fBhyuRzffvst/vrrL2RnZ6N3795Yv349xo8fX+P91aioevwYuHdPmEg2NhaIjxc+YmOBO3cqnziyXj3gpZeEj+7dhc8vvgi0b68Xl++e1549ezBnzhzeYZg0g8tBTIzwBzwuTrgE+N13whhXBnw50OByUN5vvwH/93/C102aCJdAJk7kG5NEBt3+RsIocsCYcCvOjRvCR1xc2ddV3aJjZ6deZHXvLkw43b69cHtPJXRWVOmaWlHVvr0wIvTHHwuzcdfUCy+UFU/li6jWrQ3mrFNtxMfHo1u3brzDMGkGmYOCAuG+QOV/iACQmCgchAyQQeYgL0994M6RI4X/3Fu14hdTLRlk+xsZo8/B48fqRZby69u3Kz+pAgh//5Wlk7W1cM9iv36AvT0M/7RKdfr3r34dc3PhZvHu3YFu3coKqGbNjLp4qkxSUpJxdyQDYJA5qFtXGI178GBAOXhwhw7AoUPCgLUGxuByEB4ujFKt9N57wtOaVlb8YnoOBtf+Rsjoc9CggdBnyvcbQLiV4dYt9WLr2jXhAygrqJTrlrux3viLqsq8/jrw2WdC8WSg/0lri6WB3HNhzAw6BwsXAocPAydPCt+/+67wuaTEoC4HGkwOGANefRUIDCxb1qSJ8Ii6Af9TaDDtb8RMNgfW1sKwDuWm0AMgnHm/f18orip5MtJwjnC19eOPwnXTZ58HOH5cKKyooBJpoqfj1pgSg8/BiRPAkyfq/wG2aiXcPG0gDCIHOTnCWXZlQSWTCce79HSDLqgAA2l/I0c5eEaHDsLE0J99Jq4pUlKA/ftNoKiaOFEYcJPU2PXr13mHYPKMIge2tsLk3+3aCd8/eAB07QqcO8c3rhrS+xxcvSrcrqB8AKhpU6Cw0GiOd3rf/iaAciBBy5bAlCkmUFQRyV577TXeIZg8o8mBTCYMEHrlStmyV18VhhnRwowNmqS3OWBMGMizf3/g0SNh2e+/C1/raoBDHdDb9jchlAPpqKgiInv37uUdgskzuhy88orwpM3kycL3Z88K4yVJeRpXx/QyB8XFwuU+V1fh+xEjhGLqiy/4xqUFetn+JoZyIJ1pDKlQy2l1CCEaxhjwwQfCY/5KW7cCS5fyi8lQBAcLRZRS48ZCQWVAN/8TYuyoNxKR7RXNo0R0ymhzIJMBf/0FHD0q3IMACGdZevfmG1cF9CoH331XVlBZWgL/+x+QkWHUBZVetb+JohxIR2eqiIhcLoeNjQ3vMEyaSeQgLa2ssFIqKADq1OETzzP0IgelpcL4eTdvli2LigL0dWJ5DdKL9jdxlAPpjPffHFJrf/31F+8QTJ5J5MDeXhg4r7y6dcsG2OOMew7S04WBicsXVOnpJlFQAXrQ/oRyUAtUVBGRV199lXcIJs9kcmBlVXaflVLv3sDUqfxi+hfXHDg5CTM6KI0YIbSTCY0bZDJ9QI9RDqSjooqI/PPPP7xDMHkml4M9e4D//rfse19fYZoVjrjlwMcHWLy47PvFi8vGojIhJtcH9BDlQDrTnaaGVKpRo0a8QzB5JpmDlSuFKW26dhW+P3RIuLE9I6PKWeG1Rec5kMuFAVPL8/MD3nhDt3HoCZPsA3qGciAdnakiIlYGOgGrMTHZHHTpIswROGRI2bImTYQ5t3RMpznIzVUvqAYOFIosEy2oABPuA3qEciAdFVVE5N69e7xDMHkmnQMzM+DiRaD8U7u9egmzxeuQznJw/756EQkI0/sY0ejotWHSfUBPUA6ko6KKiAwaNIh3CCaPcgAgMhI4dUr4uqAAGDQICAjQ2e51koPoaGHSaeW9Kxs3CjekG/H4UzVFfYA/yoF01HOJyKFDh3iHYPIoB/8aP14YRmD4cOES2euvA7t26WTXWs9BQIDwVF9aGtCzpzBH4ooV2t2nAaE+wB/lQDoa/JOIlJaWwoz+U+aKcvAMhQL46CNhNHYA+PprYMMGrZ7R0WoOPDyESZGVc/kdOgQ0aKCdfRko6gP8UQ6ko9YiIn/88QfvEEwe5eAZ1tbCsAtr1wrf//ILMGOGePBQDdJKDhgTho6YM0coqGbMAE6epIKqAtQH+KMcSEdnqogI/XfCH+WgCnv2CGetioqAUaOAw4e1UpRoPAclJcCyZYByPrXly4UCi/JcIeoD/FEOpKPWIiKOjo68QzB5lIMqzJkjnN2pXx84f164Lyk1VeO70WgOCguBadOEgkomA7ZsATZtooKqCtQH+KMcSEc9moi8++67vEMweZSDarz6qjDKePPmQEyMMCRBfLxGd6GxHGRlAePGAQcPCtPy7N0rnLEiVaI+wB/lQDoqqohIWFgY7xBMHuWgBvr2FcZz6tIFSEoChg4FNNhuGsnBvXvAsGFASIhwifL0aeGMFakW9QH+KAfSUVFFRNq2bcs7BJNHOaihDh2EgUIHDAAyM4ExY4DjxzWy6efOwd9/A4MHC4OWtmolFFYjR2okNlNAfYA/yoF0VFQRkadPn/IOweRRDiRo2hQ4dw6YOFG4d+ntt4Hdu597s8+Vg7NnhbG1UlOBHj2EM2o9ez53TKaE+gB/lAPpqKgiIllZWbxDMHmUA4nq1QOOHAHmzhWesluwAPj+e2EIg1qqdQ68vIQCLy9PODMVEgK0aVPrOEwV9QH+KAfSUVFFRHr06ME7BJNHOagFS0vA1RVYvVr4ft06YOFCYTyoWpCcA8aAzZuBWbOE4R6mThWm2WnYsFb7N3XUB/ijHEhHRRUROXv2LO8QTB7loJZkMmGkdUdHYbgCFxfhcmBBgeRNScpBSQmwdGnZNDPLlglP+dnYSN4vEVAf4I9yIB0N/klE5HI5bOiPAVeUAw04ehSYPl24z+qVV4Qb2Js1q/Hba5yDggJg5kxhf4Bwtur//q+WQRMl6gP8UQ6kozNVRMTFxYV3CCaPcqABb70l3MDeuDEQESE8iXfrVo3fXqMcPHwozN139Kgwlc7+/VRQaQj1Af4oB9LRmSpCiHG7eROYMAFITBS+//RTYMeO59/uli3Af/4jfN24sXCj/NChz79dQojBojNVRGS7cm4ywg3lQIO6dhWGNOjbV/j+jz+Ee69KS6t8W6U5YEx4v7Kgql8fCA2lgkrDqA/wRzmQjooqIjJ9+nTeIZg8yoGGNW8OBASoLzM3B7y9K31LhTm4ckU8X19IiFC4EY2iPsAf5UA6KqqISMCzf3yIzlEOtKBxY0ChUF82c6Zw1ik6WrS6Wg7u3RPWGzhQfaXMTKB3b83HSqgP6AHKgXRUVBGRnjTyM3eUAy2xsgKePhXm4Cuvb1+haJLJhGERbt/G6NBQ4QyUTAa0a6e+/vbtwlN/jRrpLnYTQ32AP8qBdBa8AyD6JyMjg3cIJo9yoEWWlsBrrwHp6cIUN8/avBnYvBktKnv/7dtAx47ajJCA+oA+oBxIR2eqiEhRURHvEEwe5UAHmjQRbjq/e7dm69+6JaxPBZVOUB/gj3IgHZ2pIiLtnr3UQXSOcqBD7dqVzRH44IEwEnq7dnh05QqazZ8PdOnCNz4TRX2AP8qBdHSmiohcvnyZdwgmj3LASYsWwhQz776LUy++SAUVR9QH+KMcSEeDfxKR3Nxc2NnZ8Q7DpFEO+KMc8EXtzx/lQDo6U0VE9uzZwzsEk0c54I9ywBe1P3+UA+noTBUhhBBCiAbQmSoiQlMT8Ec54I9ywBe1P3+UA+noTBURycvLQ/369XmHYdIoB/xRDvii9uePciAdnakiIgcPHuQdgsmjHPBHOeCL2p8/yoF0VFQRkUGDBvEOweRRDvijHPBF7c8f5UA6vSyqFAoFvvrqK7Rs2RK2trZwcHCgiR116G5NR5gmWkM54I9ywBe1P3+UA+n0sqiaN28efvvtN8yaNQtbt26Fubk5Xn/9dYSEhPAOzSTY2NjwDsHkUQ74oxzwRe3PH+VAOr2bpiY8PBx79+7Fpk2bsHz5cgDAnDlz0LNnT6xcuRKhoaGcIzR+L7zwAu8QTB7lgD/KAV/U/vxRDqTTuzNVvr6+MDc3x8KFC1XLbGxssGDBAly6dAn379/nGJ1piI2N5R2CyaMc8Ec54Ivanz/KgXR6d6YqKioKXbt2FQ2NP3DgQABAdHQ02rRpI3qfQqGAQqFQfZ+fn6/dQI3Yq6++yjsEk0c54I9ywBe1P3+UA+n07kxVWloa7O3tRcuVy1JTUyt8388//4wGDRqoPkaOHKnanpOTExQKhWogs+3bt+Phw4fw8fFBTEwMLly4AH9/fyQkJMDNzQ15eXlq6+bk5MDDwwNxcXE4c+YMAgMDcf36dXh5eSEzM1Nt3cLCQri4uODOnTs4fvw4Ll68iMjISPj6+iI1NVVt3ZKSEjg6OiIlJQWHDh1CREQEwsLCcOzYMSQmJsLZ2VkUd3p6Ovbu3YuYmBgEBQXB398f8fHxcHd3F8Wdm5uLPXv2ID4+HqdPn0ZgYCCuXbsGb29vZGRkqK0rl8vh4uKCxMRE/PDDDwgNDUVERAQOHjyI1NRU7NixA6Wlpdi+fTtKS0uxY8cOpKam4uDBg4iIiEBoaCj8/PyQmJgIFxcXyOVyte1nZGTA29sb165dQ2BgIE6fPo34+Hjs2bMHubm5auvm5eXB3d0d8fHx8Pf3R1BQEGJiYrB3716kp6erratQKODs7IzExEQcO3YMYWFhiIiIwKFDh5CSkgJHR0eUlJSovSc1NRW+vr6IjIzExYsXcfz4cdy5cwcuLi4oLCxUWzczMxNeXl64fv06AgMDcebMGcTFxcHDwwM5OTmiuN3c3JCQkAB/f39cuHABMTEx8PHxwcOHD0VxOzk5ISkpCUePHkVYWBiuXLmCw4cPIzk5Gf/3f/+H4uJitfekpaXB19cXUVFRCAkJwYkTJ3D79m3s3r0bBQUFautmZWXBy8sLsbGxOHfuHM6ePYvY2Fh4enoiOztbbd38/Hy4uroiISEBp06dQnBwMKKjo7F//35R3EVFRXBycsK9e/dw5MgRhIeHIzw8HEeOHMG9e/fg5OSEoqIiUV/bv38/oqOjERwcjFOnTiEhIQGurq7Iz89XWzc7Oxuenp6IjY3F2bNnce7cOcTGxsLLywtZWVlq6xYUFGD37t24ffs2Tpw4gZCQEERFRcHX1xdpaWlq6xYXF2Pnzp1ITk7G4cOHceXKFYSFheHo0aNISkqq8Bixa9cuOkZUcozw8/PT+jFiw4YNdIyo4hixc+dOrR8j9u3bR8eIKo4RFdURejf4Z6dOndCtWzecOHFCbfmdO3fQqVMnbNmyBcuWLRO979kzVdHR0Rg5ciQN/kkIIYQQndC7M1W2trZqxZGSXC5XvV4Ra2tr2NnZqT7q1aun1TiNGU1NwB/lgD/KAV/U/vxRDqTTu6LK3t4eaWlpouXKZS1bttR1SCbn448/5h2CyaMc8Ec54Ivanz/KgXR6V1T16dMHN2/eRG5urtryy5cvq14n2uXu7s47BJNHOeCPcsAXtT9/lAPp9K6omjJlCkpKSuDs7KxaplAo4OrqCgcHhwqf/COa9dprr/EOweRRDvijHPBF7c8f5UA6vSuqHBwcMHXqVKxatQorV66Es7MzxowZg7t372Ljxo28wzMJ169f5x2CyaMc8Ec54Ivanz/KgXR6N04VAOzZswfffvstPDw8kJ2djd69e8PPzw8jRozgHZpJaNq0Ke8QTB7lgD/KAV/U/vxRDqTTy6LKxsYGmzZtwqZNm3iHYpIsLPTy18KkUA74oxzwRe3PH+VAOr27/Ef4o6mA+KMc8Ec54Ivanz/KgXRUVBER5ZRAhB/KAX+UA76o/fmjHEhHRRUROXr0KO8QTB7lgD/KAV/U/vxRDqTTu2lqNOXq1avo378/TVNTCyUlJTA3N+cdhkmjHPBHOeCL2p8/yoF0dKaKiDg6OvIOweRRDvijHPBF7c8f5UA6OlNFCCGEEKIBdKaKiNAkmvxRDvijHPBF7c8f5UA6KqqIyHvvvcc7BJNHOeCPcsAXtT9/lAPpqKgiIqGhobxDMHmUA/4oB3xR+/NHOZCOiioi0qFDB94hmDzKAX+UA76o/fmjHEhHRRURkcvlvEMweZQD/igHfFH780c5kI6KKiKSk5PDOwSTRzngj3LAF7U/f5QD6aioIiLdu3fnHYLJoxzwRzngi9qfP8qBdFRUEZFz587xDsHkUQ74oxzwRe3PH+VAOhr8k4gUFhbC1taWdxgmjXLAH+WAL2p//igH0tGZKiKya9cu3iGYPMoBf5QDvqj9+aMcSEdnqgghhBBCNIDOVBERmpqAP8oBf5QDvqj9+aMcSEdnqohIZmYmGjduzDsMk0Y54I9ywBe1P3+UA+noTBUR8ff35x2CyaMc8Ec54Ivanz/KgXRUVBGR3r178w7B5FEO+KMc8EXtzx/lQDoqqohIeno67xBMHuWAP8oBX9T+/FEOpKOiioiUlJTwDsHkUQ74oxzwRe3PH+VAOiqqiEjr1q15h2DyKAf8UQ74ovbnj3IgHRVVROTKlSu8QzB5lAP+KAd8UfvzRzmQjoZUICI5OTlo2LAh7zBMGuWAP8oBX9T+/FEOpKMzVUTkr7/+4h2CyaMc8Ec54Ivanz/KgXR0pooQQgghRAPoTBURoakJ+KMc8Ec54Ivanz/KgXR0poqI5OXloX79+rzDMGmUA/4oB3xR+/NHOZCOzlQRkQMHDvAOweRRDvijHPBF7c8f5UA6KqqIyNChQ3mHYPIoB/xRDvii9uePciAdFVVE5M6dO7xDMHmUA/4oB3xR+/NHOZCOiioiYmtryzsEk0c54I9ywBe1P3+UA+moqCIiNNgbf5QD/igHfFH780c5kI6KKiISFxfHOwSTRzngj3LAF7U/f5QD6aioIiIjR47kHYLJoxzwRzngi9qfP8qBdFRUEZH9+/fzDsHkUQ74oxzwRe3PH+VAOhr8kxBCCCFEA+hMFRGhqQn4oxzwRzngi9qfP8qBdHSmiogoFApYW1vzDsOkUQ74oxzwRe3PH+VAOjpTRUTc3Nx4h2DyKAf8UQ74ovbnj3IgnQXvALSlsLAQAHDjxg3OkRie1q1b4+rVq7zDMGmUA/4oB3xR+/NHOZDOaIuqu3fvAgBmz57NNxBCCCGEmASjvacqIyMD/v7+aN++PQ21L0F+fj5GjhyJoKAg1KtXj3c4JolywB/lgC9qf/4oB7VjtEUVqZ3c3Fw0aNAAjx8/hp2dHe9wTBLlgD/KAV/U/vxRDmqHblQnhBBCCNEAKqoIIYQQQjSAiiqixtraGmvXrqWxSTiiHPBHOeCL2p8/ykHt0D1VhBBCCCEaQGeqCCGEEEI0gIoqQgghhBANoKKKEEIIIUQDqKgihBBCCNEAKqoIAGH03LVr12LChAlo1KgRZDJZlZNpKhQKfPXVV2jZsiVsbW3h4OCAgIAA3QVsIs6fPw+ZTFbhR1hYGO/wjA79XvNFv++6I+WYT/2i5ox27j8iTUZGBn744Qe0bdsWL7/8Ms6fP1/l+vPmzYOvry+WLVuGLl26wM3NDa+//joCAwMxbNgw3QRtQpYuXYoBAwaoLevcuTOnaIwX/V7rB/p91z4px3zqFxIwQhhjcrmcpaWlMcYYu3LlCgPAXF1dK1z38uXLDADbtGmTallhYSHr1KkTGzx4sC7CNRmBgYEMANu/fz/vUIwe/V7zR7/vulPTYz71C2no8h8BIAz01qJFixqt6+vrC3NzcyxcuFC1zMbGBgsWLMClS5dw//59bYVp0vLy8lBcXMw7DKNFv9f6hX7ftaumx3zqF9JQUUUki4qKQteuXUWTbA4cOBAAEB0dzSEq4zZ//nzY2dnBxsYGo0ePRkREBO+QjA79XusP+n3XH9QvpKF7qohkaWlpsLe3Fy1XLktNTdV1SEbLysoKkydPxuuvv44mTZogNjYWmzdvxvDhwxEaGoq+ffvyDtFo0O81f/T7rn+oX0hDRZURKi0txdOnT2u0rrW1NWQymaTtFxYWVjgflI2Njep1IlabvAwZMgRDhgxRLX/rrbcwZcoU9O7dG6tWrcKpU6e0Fa7Jod9r/uj3Xf9Qv5CGLv8ZoQsXLsDW1rZGH/Hx8ZK3b2trC4VCIVoul8tVrxMxTeWlc+fOePvttxEYGIiSkhId/gTGjX6v9RP9vvNF/UIaOlNlhF588UW4urrWaN2KTuvW5D0pKSmi5WlpaQCAli1bSt6mKdBkXtq0aYOnT5+ioKBAdK8DqR36vdZf9PvOD/ULaaioMkItWrTAvHnztLb9Pn36IDAwELm5uWoHuMuXL6teJ2KazMudO3dgY2ODevXqaWR7hH6v9Rn9vvND/UIauvxHJJsyZQpKSkrg7OysWqZQKODq6goHBwe0adOGY3TGJT09XbTs77//xtGjRzFu3DiYmVEX1hT6veaPft/1D/ULaehMFVHZvn07cnJyVE9zHDt2DMnJyQCAzz//HA0aNAAAODg4YOrUqVi1ahUePXqEzp07w93dHXfv3sWuXbu4xW+M3n//fdja2mLIkCFo1qwZYmNj4ezsjDp16uCXX37hHZ5Rod9r/uj3XbdqcsynfiER79FHif5o164dA1DhR2Jiotq6hYWFbPny5axFixbM2tqaDRgwgJ06dYpP4EZs69atbODAgaxRo0bMwsKC2dvbs9mzZ7OEhATeoRkl+r3mi37fdaumx3zqFzUnY4wxPuUcIYQQQojxoAvUhBBCCCEaQEUVIYQQQogGUFFFCCGEEKIBVFQRQgghhGgAFVWEEEIIIRpARRUhhBBCiAZQUUUIIYQQogFUVBFCCCGEaAAVVYQQQgghGkBFFSFEb8ybNw8ymQwymQw9e/ZUe624uBgrV65EmzZtYGZmhnfeeYdPkMRo/P7776rfN5lMhoyMDN4hEQNHRRUh1XBzc1M78Jb/+Prrr3mHZ3SaNGkCDw8P0QS6u3fvxqZNmzBlyhS4u7vjyy+/5BSh2OnTp7FgwQL07NkT5ubmaN++faXrlpaWYuPGjejQoQNsbGzQu3dveHt7i9Zxc3PDW2+9hTZt2qBu3bro2bMnfvzxR8jl8ipjCQkJkVwkKBQKfPXVV2jZsiVsbW3h4OCAgICACtcNDQ3FsGHDUKdOHbRo0QJLly5Ffn6+QW5zwoQJ8PDwwLvvvltdExFSM7wnHyRE37m6ujIA7IcffmAeHh5qH1FRUbzDMypz585l7dq1q/C1999/n7Vq1Uq3AdXQ3LlzmY2NDRsyZAhr3bp1pT8DY4x9/fXXDAD7+OOPmbOzM3vjjTcYAObt7a1aJy8vjwFggwYNYj/++CNzdnZm8+fPZ2ZmZmzUqFGstLS0wm2XlJSwPn36sLp16zIALD09vUbxT58+nVlYWLDly5czJycnNnjwYGZhYcGCg4PV1ouKimI2Njasb9++zNHRkX3zzTfM2tqaTZgwwWC3yRhja9euldRehFSGiipCqqEsqq5cuVLj9xQWFrKSkhItRmWcqiqqRo8ezXr06KHbgGooJSWFPX36lDHG2BtvvFHpz5CcnMwsLS3ZZ599plpWWlrKhg8fzlq3bs2Ki4sZY4wpFAp28eJF0fu///57BoAFBARUuH1HR0fWuHFj9sUXX9S4SLh8+TIDwDZt2qRaVlhYyDp16sQGDx6stu7EiROZvb09e/z4sWrZn3/+yQAwf39/g9umEhVVRFPo8h8hz+n8+fOQyWTYu3cv1qxZg1atWqFOnTrIzc0FAFy+fBkTJkxAgwYNUKdOHYwcORIXL14UbSckJAQDBgyAjY0NOnXqBCcnJ6xbtw4ymUy1zt27dyGTyeDm5iZ6v0wmw7p169SWpaSk4MMPP0Tz5s1hbW2NHj16YPfu3RXG7+Pjgw0bNqB169awsbHBq6++ilu3bon2c/nyZbz++ut44YUXULduXfTu3Rtbt24FALi6ukImkyEqKkr0vp9++gnm5uZISUmptk3LU/7MgYGB+Oeff1SXts6fPw8A2Lt3L/r374/69evDzs4OvXr1UsWjKy1btoSlpWW16x05cgRFRUX49NNPVctkMhk++eQTJCcn49KlSwAAKysrDBkyRPR+5WWqGzduiF7LysrCmjVr8MMPP6Bhw4Y1jt3X1xfm5uZYuHChapmNjQ0WLFiAS5cu4f79+wCA3NxcBAQEYPbs2bCzs1OtO2fOHNSrVw8+Pj4Gt01CNM2CdwCEGIrHjx+L7lFp0qSJ6uv169fDysoKy5cvh0KhgJWVFc6dO4eJEyeif//+WLt2LczMzODq6ooxY8YgODgYAwcOBABcu3YN48aNQ9OmTbFu3ToUFxdj7dq1aN68ea3jffjwIQYNGgSZTIYlS5agadOmOHnyJBYsWIDc3FwsW7ZMbf1ffvkFZmZmWL58OR4/foyNGzdi1qxZuHz5smqdgIAAvPnmm7C3t8cXX3yBFi1a4MaNG/Dz88MXX3yBKVOm4LPPPoOnpyf69u2rtn1PT0+MGjUKrVq1kvRzNG3aFB4eHtiwYQPy8/Px888/AwC6d++OgIAAzJgxA6+++ir++9//AhAKjosXL+KLL76ocrvZ2dkoKSmpdv916tRBnTp1JMVcmaioKNStWxfdu3dXW678PYiKisKwYcMqff+DBw8AqP/eKX377bdo0aIFFi1ahPXr10uKqWvXrmoFSPmYoqOj0aZNG1y7dg3FxcV45ZVX1NazsrJCnz591AppQ9kmIZpGRRUhNTR27FjRMsaY6mu5XI6IiAjY2tqqXlu8eDFGjx6NkydPqs44LVq0CD169MCaNWtw+vRpAMB3330HxhiCg4PRtm1bAMDkyZPRq1evWsf7zTffoKSkBNeuXUPjxo0BAIsXL8aMGTOwbt06LFq0SBWrMv7o6GhYWVkBAF544QV88cUXuH79Onr27ImSkhIsWrQI9vb2iI6OVjsbomyH+vXr45133oG3tzc2btwIMzPhZHhUVBRiY2OxYsUKyT9H3bp1MXv2bLi4uMDc3ByzZ89WvXb8+HHY2dnB398f5ubmkrbbt29fJCUlVbve2rVrRWcAaystLQ3NmzdXO/sIAPb29gCA1NTUKt+/ceNG2NnZYeLEiWrLY2Ji4OTkhBMnTkhuh7S0NNX+q4opLS1Nbfmz6wYHBxvcNgnRNCqqCKmhHTt2oGvXrpW+PnfuXLUiJTo6GgkJCVizZg0yMzPV1n311Vfh4eGB0tJSMMbg7++Pd955R1VQAcKZmPHjx+PEiROSY2WM4cCBA5g2bRoYY2pn2MaPH4+9e/fi6tWrGDp0qGr5/PnzVQUVAAwfPhwAcOfOHfTs2RNRUVFITEzEli1bRJeXyhcJc+bMgbe3NwIDA/Hqq68CEM5S2draYvLkyZJ/lqo0bNgQBQUFCAgIwIQJEyS919PTE4WFhdWu17Fjx9qGJ1JYWAhra2vRchsbG9Xrlfnpp59w5swZ/PHHH6L2X7p0KSZOnIhx48ZpLSbl58rWLR+7oWyTEE2jooqQGho4cKDokkJ5HTp0UPs+ISEBgFBsVebx48dQKBQoLCxEly5dRK9369atVkVVeno6cnJy4OzsDGdn5wrXefTokdr35Qs6QDhTBQiXyQDg9u3bACAaP+pZr732Guzt7eHp6YlXX30VpaWl8Pb2xttvv4369etL/lmq8umnn8LHxwcTJ05Eq1atMG7cOEybNq1GBVb5glJXbG1toVAoRMuVwySUL8rL27dvH9asWYMFCxbgk08+Eb0WGhqK69evazUm5efK1i0fu6FskxBNo6KKEA159mBdWloKANi0aRP69OlT4Xvq1atX4cG/Ms9eNlJ69t4g5b5nz55daVHXu3dvte8ru2xU/hJnTZibm2PmzJn4888/8ccff+DixYtITU1Vu2ynKc2aNUN0dDT8/f1x8uRJnDx5Eq6urpgzZw7c3d2rfG96enqN7qmqV68e6tWrp5F47e3tERgYCMaYWi6Vl6xatmwpek9AQADmzJmDN954Azt37hS9vmLFCkydOhVWVla4e/cuACAnJwcAcP/+fTx9+rTC7ZaPqaKHB56NSXk5Tbn82XXL78NQtkmIplFRRYiWdOrUCQBgZ2dX4f1YSk2bNoWtra3qzFZ58fHxat8rzx4p/2gqPXtvUNOmTVG/fn2UlJRUuW8plD/P9evXq93mnDlz8Ouvv+LYsWM4efIkmjZtivHjx2skjmdZWVlh0qRJmDRpEkpLS/Hpp5/CyckJ3377LTp37lzp+wYMGKDze6r69OkDFxcX3LhxAy+99JJqufJhgGeL78uXL+Pdd9/FK6+8Ah8fH1hYiA/Z9+/fh5eXF7y8vESv9evXDy+//DKio6OrjCkwMBC5ublqN4E/G1PPnj1hYWGBiIgITJs2TbXe06dPER0drbbMULZJiKbRkAqEaEn//v3RqVMnbN68ucLRodPT0wEIZ3bGjx+Pw4cP4969e6rXb9y4AX9/f7X32NnZoUmTJrhw4YLa8j/++EPte3Nzc0yePBkHDhyo8LKQct9S9OvXDx06dMDvv/8uKuqePZvVu3dv9O7dGy4uLjhw4ACmT59eYUHwvJ69V83MzEx1Bq66M4Cenp4ICAio9mPOnDkai/ftt9+GpaWlWr4YY9i5cydatWqlNozCjRs38MYbb6B9+/bw8/Or9LLVoUOHRB/vv/8+AGDPnj3YsmWLat2MjAzExcXhyZMnqmVTpkxBSUmJ2mVihUIBV1dXODg4oE2bNgCABg0aYOzYsfjrr7+Ql5enWtfDwwP5+fmYOnWqwW2TEE2jM1WEaImZmRlcXFwwceJE9OjRA/Pnz0erVq2QkpKCwMBA2NnZ4dixYwCA77//HqdOncLw4cPx6aefori4GNu2bUOPHj0QExOjtt2PPvoIv/zyCz766CO88soruHDhAm7evCna/y+//ILAwEA4ODjg448/xksvvYSsrCxcvXoVZ86cQVZWluSfx9HREZMmTUKfPn0wf/582NvbIy4uDv/884+oAJwzZw6WL18OAFq59AcIbZGVlYUxY8agdevWSEpKwrZt29CnTx/RsAXP0uQ9VTExMTh69CgA4NatW3j8+DF+/PFHAMDLL7+MSZMmAQBat26NZcuWYdOmTSgqKsKAAQNw+PBhBAcHw9PTU3UJNi8vD+PHj0d2djZWrFiB48ePq+2vU6dOGDx4MABUOAei8szUxIkT1YZf2L59O77//nsEBgZi1KhRAAAHBwdMnToVq1atwqNHj9C5c2e4u7vj7t272LVrl9p2N2zYgCFDhmDkyJFYuHAhkpOT8euvv2LcuHFq97EZyjYJ0ThOg44SYjCqG1E9MDCQAWD79++v8PWoqCj23nvvscaNGzNra2vWrl07Nm3aNHb27Fm19YKCglj//v2ZlZUV69ixI9u5c6dqpOfynjx5whYsWMAaNGjA6tevz6ZNm8YePXrEALC1a9eqrfvw4UP22WefsTZt2jBLS0vWokUL9uqrrzJnZ+dq409MTGQAmKurq9rykJAQ9tprr7H69euzunXrst69e7Nt27aJfu60tDRmbm7OunbtWmG7VKSqEdVHjhwpGlHd19eXjRs3jjVr1oxZWVmxtm3bskWLFrG0tLQa71MTlL8jFX3MnTtXbd2SkhL2008/sXbt2jErKyvWo0cP9tdff6mto2z7mm7zWZWNEK5cHhgYqLa8sLCQLV++nLVo0YJZW1uzAQMGsFOnTlW47eDgYDZkyBBmY2PDmjZtyj777DOWm5srWs9Qtlm+XWhEdfK8ZIxJvAuVEKIz69atw/fffy/5ZnF9kJGRAXt7e3z33Xf49ttva/SeefPm4dy5c7h69SosLCwkjQxOiFRyuRz5+fnYuHEjNm3ahPT09AoHViWkpuieKkKIVri5uaGkpAQffPCBpPfdv38fTZs2rXJkcUI0YefOnWjatCk2bdrEOxRiJOieKkKIRp07dw6xsbHYsGED3nnnHbRv377G7125cqXq/itNDWNASGUmT56sNu5agwYNOEZDjMH/A6PblnyqYozyAAAAAElFTkSuQmCC\n", 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\n", "text/plain": [ "<Figure size 700x400 with 1 Axes>" ] @@ -512,7 +514,7 @@ "\n", "plt.figure(2)\n", "# f is normalized frequency axis for fs = 1.0, so in [-0.5 : 0.5>\n", - "_, f, MF = dsp.dtft(aliasedNoise)\n", + "_, f, MF = dtft(aliasedNoise)\n", "fpos = 2 * (Ksub + 1) * fsub\n", "if fpos > fNyquist:\n", " fpos = fNyquist\n", @@ -520,7 +522,7 @@ "fLim = (-fpos, fpos)\n", "#fLim = None\n", "dbLim = None\n", - "dsp.plot_power_spectrum(f, MF, 'r', 1.0 * Ndft, fLim, dbLim)" + "plot_power_spectrum(f, MF, 'r', 1.0 * Ndft, fLim, dbLim)" ] }, { diff --git a/applications/lofar2/model/pfb_os/pfb_reconstruction.ipynb b/applications/lofar2/model/pfb_os/pfb_reconstruction.ipynb index 68ce257cc250d2c537329d091924719079de003c..0ae295b8c90884c1a8f67b3ed9534834fb653942 100644 --- a/applications/lofar2/model/pfb_os/pfb_reconstruction.ipynb +++ b/applications/lofar2/model/pfb_os/pfb_reconstruction.ipynb @@ -21,7 +21,7 @@ }, { "cell_type": "code", - "execution_count": 163, + "execution_count": 22, "id": "02689e50", "metadata": {}, "outputs": [], @@ -33,39 +33,42 @@ }, { "cell_type": "code", - "execution_count": 164, + "execution_count": 23, "id": "65235f50", "metadata": {}, - "outputs": [], - "source": [ - "import dsp" - ] - }, - { - "cell_type": "code", - "execution_count": 165, - "id": "acea4f0a", - "metadata": {}, "outputs": [ { - "data": { - "text/plain": [ - "<module 'dsp' from '/dop466_0/kooistra/git/hdl/applications/lofar2/model/pfb_os/dsp.py'>" - ] - }, - "execution_count": 165, - "metadata": {}, - "output_type": "execute_result" + "name": "stdout", + "output_type": "stream", + "text": [ + "The autoreload extension is already loaded. To reload it, use:\n", + " %reload_ext autoreload\n" + ] } ], "source": [ - "import importlib\n", - "importlib.reload(dsp)" + "# Auto reload module when it is changed\n", + "%load_ext autoreload\n", + "%autoreload 2\n", + "\n", + "# Add rtdsp module path to $PYTHONPATH\n", + "import os\n", + "import sys\n", + "module_path = os.path.abspath(os.path.join('../'))\n", + "if module_path not in sys.path:\n", + " sys.path.insert(0, module_path)\n", + "\n", + "# Import rtdsp\n", + "from rtdsp.utilities import pow_db\n", + "from rtdsp.firfilter import prototype_fir_low_pass_filter, design_fir_low_pass_filter\n", + "from rtdsp.fourier import dtft\n", + "from rtdsp.multirate import PolyPhaseFirFilterStructure\n", + "from rtdsp.plotting import plot_power_spectrum, plot_colorbar" ] }, { "cell_type": "code", - "execution_count": 166, + "execution_count": 24, "id": "a39e99a2", "metadata": {}, "outputs": [], @@ -75,7 +78,7 @@ }, { "cell_type": "code", - "execution_count": 167, + "execution_count": 25, "id": "3436bc2a", "metadata": {}, "outputs": [], @@ -87,7 +90,7 @@ }, { "cell_type": "code", - "execution_count": 168, + "execution_count": 26, "id": "ca6b8c9d", "metadata": {}, "outputs": [], @@ -101,7 +104,7 @@ }, { "cell_type": "code", - "execution_count": 169, + "execution_count": 27, "id": "74eb2365", "metadata": {}, "outputs": [], @@ -113,7 +116,7 @@ }, { "cell_type": "code", - "execution_count": 170, + "execution_count": 28, "id": "55e0fe37", "metadata": {}, "outputs": [], @@ -125,7 +128,7 @@ }, { "cell_type": "code", - "execution_count": 171, + "execution_count": 29, "id": "20ae2f4a", "metadata": {}, "outputs": [], @@ -146,14 +149,14 @@ }, { "cell_type": "code", - "execution_count": 172, + "execution_count": 30, "id": "e08b5ba2", "metadata": {}, "outputs": [], "source": [ "if wgType == 'chirp':\n", " # Chirp signal\n", - " chirpStartSub = 1 # start chirp subband\n", + " chirptartSub = 1 # start chirp subband\n", " chirpNofSub = 10 # number of chirp subbands\n", " NSimSub = chirpNofSub * 10 # number of subband periods to simulate\n", " NSimSamples = NSimSub * Ndft\n", @@ -190,13 +193,13 @@ }, { "cell_type": "code", - "execution_count": 173, + "execution_count": 31, "id": "bd4054d7", "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", 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\n", "text/plain": [ "<Figure size 700x400 with 1 Axes>" ] @@ -245,7 +248,7 @@ }, { "cell_type": "code", - "execution_count": 174, + "execution_count": 32, "id": "df01f951", "metadata": {}, "outputs": [], @@ -258,7 +261,7 @@ }, { "cell_type": "code", - "execution_count": 175, + "execution_count": 33, "id": "181d6c07", "metadata": {}, "outputs": [], @@ -271,7 +274,7 @@ }, { "cell_type": "code", - "execution_count": 176, + "execution_count": 34, "id": "6108ff59", "metadata": {}, "outputs": [], @@ -281,13 +284,13 @@ " transitionFactor = 0.4\n", " stopRippleFactor = 1000\n", " kaiserBeta = 1\n", - " hPrototype = dsp.prototype_fir_low_pass_filter('firls',\n", + " hPrototype = prototype_fir_low_pass_filter('firls',\n", " Ndft, Ntaps, Ncoefs, hpFactor, transitionFactor, stopRippleFactor, kaiserBeta, fs) " ] }, { "cell_type": "code", - "execution_count": 177, + "execution_count": 35, "id": "3ec78793", "metadata": {}, "outputs": [], @@ -305,7 +308,7 @@ }, { "cell_type": "code", - "execution_count": 178, + "execution_count": 36, "id": "da37c5b9", "metadata": {}, "outputs": [], @@ -321,13 +324,13 @@ " # weight pass band ripple versus stop band ripple, and of zero width interval in the transition band\n", " rippleWeights = [1, 1, 100]\n", "\n", - " hPrototype = dsp.design_fir_low_pass_filter('remez',\n", + " hPrototype = design_fir_low_pass_filter('remez',\n", " Ncoefs, fpass, fstop, fcutoff, cutoffGain, rippleWeights, fs=fs)" ] }, { "cell_type": "code", - "execution_count": 179, + "execution_count": 37, "id": "8e867248", "metadata": {}, "outputs": [ @@ -365,20 +368,20 @@ "fLim = (-2, 2)\n", "#fLim = None\n", "dbLim = (-140, 5)\n", - "h, f, HF = dsp.dtft(hPrototype)\n", - "dsp.plot_power_spectrum(f, HF, 'g', fs * Ndft, fLim, dbLim)" + "h, f, HF = dtft(hPrototype)\n", + "plot_power_spectrum(f, HF, 'g', fs * Ndft, fLim, dbLim)" ] }, { "cell_type": "code", - "execution_count": 180, + "execution_count": 38, "id": "eee415a1", "metadata": {}, "outputs": [], "source": [ "# Polyphase FIR filter\n", - "pfsDown = dsp.PolyPhaseFirFilterStructure(Ndft, hPrototype, commutator='down')\n", - "pfsUp = dsp.PolyPhaseFirFilterStructure(Ndft, hPrototype, commutator='up')" + "pfsDown = PolyPhaseFirFilterStructure(Ndft, hPrototype, commutator='down')\n", + "pfsUp = PolyPhaseFirFilterStructure(Ndft, hPrototype, commutator='up')" ] }, { @@ -391,7 +394,7 @@ }, { "cell_type": "code", - "execution_count": 181, + "execution_count": 39, "id": "9468907a", "metadata": {}, "outputs": [], @@ -412,13 +415,13 @@ }, { "cell_type": "code", - "execution_count": 182, + "execution_count": 40, "id": "4d046175", "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", 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\n", "text/plain": [ "<Figure size 700x400 with 2 Axes>" ] @@ -428,7 +431,7 @@ }, { "data": { - "image/png": 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\n", + "image/png": 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\n", "text/plain": [ "<Figure size 700x400 with 1 Axes>" ] @@ -442,7 +445,7 @@ "spectra = np.zeros((NSimSub, Nsub))\n", "for b in range(NSimSub):\n", " subbands = dftData[b][0:Nsub]\n", - " spectra[b] = dsp.pow_db(np.abs(subbands))\n", + " spectra[b] = pow_db(np.abs(subbands))\n", "\n", "plt.figure(1)\n", "plt.imshow(spectra, aspect='auto')\n", @@ -451,20 +454,23 @@ "plt.ylabel('t [tsub = ' + str(tsub) + ']')\n", "xstart = 0\n", "xend = Nsub\n", - "xend = min(chirpStartSub + chirpNofSub + 100, Nsub - 1)\n", + "if wgType == 'chirp':\n", + " xend = min(chirpStartSub + chirpNofSub + 100, Nsub - 1)\n", "plt.xlim((xstart, xend))\n", - "dsp.plot_colorbar(plt)\n", + "plot_colorbar(plt)\n", "\n", "plt.figure(2)\n", "f = np.arange(0, Nsub)\n", "Nb = 8 # number of spectra to plot\n", - "if Nb > chirpNofSub:\n", - " Nb = chirpNofSub\n", + "if wgType == 'chirp':\n", + " if Nb > chirpNofSub:\n", + " Nb = chirpNofSub\n", "for b in range(0, NSimSub, int(NSimSub / Nb)):\n", " subbands = dftData[b][0:Nsub]\n", - " dsp.plot_power_spectrum(f, subbands)\n", + " plot_power_spectrum(f, subbands)\n", " xstart = 0\n", - " xend = min(chirpStartSub + chirpNofSub + 10, Nsub -1)\n", + " if wgType == 'chirp':\n", + " xend = min(chirpStartSub + chirpNofSub + 10, Nsub -1)\n", " plt.xlim((xstart, xend))" ] }, @@ -478,7 +484,7 @@ }, { "cell_type": "code", - "execution_count": 183, + "execution_count": 41, "id": "c8d0560c", "metadata": {}, "outputs": [], @@ -506,7 +512,7 @@ }, { "cell_type": "code", - "execution_count": 185, + "execution_count": 42, "id": "c0573913", "metadata": {}, "outputs": [ @@ -515,12 +521,12 @@ "output_type": "stream", "text": [ "groupDelay = 112.0 samples\n", - "SNR = 6.16e+00 [dB]\n" + "SNR = 5.35e+00 [dB]\n" ] }, { "data": { - "image/png": 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\n", + "image/png": 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\n", "text/plain": [ "<Figure size 1100x800 with 1 Axes>" ] @@ -540,7 +546,7 @@ "outData = np.roll(reconstructedData, -int(groupDelay))\n", "outDelta = wgData - outData\n", "outDeltaMax = np.max(np.abs(outDelta))\n", - "SNR = dsp.pow_db(np.std(wgData) / np.std(outDelta))\n", + "SNR = pow_db(np.std(wgData) / np.std(outDelta))\n", "print('SNR = %.2e [dB]' % SNR)\n", "if outDeltaMax > atol:\n", " plt.figure(figsize=(11, 8))\n", diff --git a/applications/lofar2/model/pfb_os/rectangular_window_and_ideal_lpf.ipynb b/applications/lofar2/model/pfb_os/rectangular_window_and_ideal_lpf.ipynb index 4e63256711c6f6151fce38e3f456aaa5b185c836..42a24e4c9da3915629200b0b27fc3300e74bd2d9 100644 --- a/applications/lofar2/model/pfb_os/rectangular_window_and_ideal_lpf.ipynb +++ b/applications/lofar2/model/pfb_os/rectangular_window_and_ideal_lpf.ipynb @@ -24,7 +24,7 @@ }, { "cell_type": "code", - "execution_count": 19, + "execution_count": 1, "id": "3563bc63", "metadata": {}, "outputs": [], @@ -36,34 +36,27 @@ }, { "cell_type": "code", - "execution_count": 20, + "execution_count": 2, "id": "f820b0ac", "metadata": {}, "outputs": [], "source": [ - "import dsp" - ] - }, - { - "cell_type": "code", - "execution_count": 21, - "id": "a131b5b6", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "<module 'dsp' from '/dop466_0/kooistra/git/hdl/applications/lofar2/model/pfb_os/dsp.py'>" - ] - }, - "execution_count": 21, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "import importlib\n", - "importlib.reload(dsp)" + "# Auto reload module when it is changed\n", + "%load_ext autoreload\n", + "%autoreload 2\n", + "\n", + "# Add rtdsp module path to $PYTHONPATH\n", + "import os\n", + "import sys\n", + "module_path = os.path.abspath(os.path.join('../'))\n", + "if module_path not in sys.path:\n", + " sys.path.insert(0, module_path)\n", + "\n", + "# Import rtdsp\n", + "from rtdsp.utilities import read_coefficients_file, is_symmetrical\n", + "from rtdsp.firfilter import ideal_low_pass_filter\n", + "from rtdsp.fourier import dtft\n", + "from rtdsp.plotting import plot_time_response, plot_spectra, plot_two_power_spectra" ] }, { @@ -76,7 +69,7 @@ }, { "cell_type": "code", - "execution_count": 22, + "execution_count": 3, "id": "861313c3", "metadata": {}, "outputs": [], @@ -96,7 +89,7 @@ }, { "cell_type": "code", - "execution_count": 23, + "execution_count": 4, "id": "29ed15d4", "metadata": {}, "outputs": [], @@ -104,18 +97,18 @@ "# Calculate frequency response using DTFT\n", "Ninterpolate = 20\n", "Ndtft = Nrect * Ninterpolate\n", - "hRect, fRect, HFrect = dsp.dtft(rect, Ndtft)" + "hRect, fRect, HFrect = dtft(rect, Ndtft)" ] }, { "cell_type": "code", - "execution_count": 24, + "execution_count": 5, "id": "0c79a5b9", "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", 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\n", "text/plain": [ "<Figure size 700x400 with 1 Axes>" ] @@ -126,12 +119,12 @@ ], "source": [ "# Plot time window\n", - "dsp.plot_time_response(hRect)" + "plot_time_response(hRect)" ] }, { "cell_type": "code", - "execution_count": 25, + "execution_count": 6, "id": "c2a7daba", "metadata": {}, "outputs": [ @@ -188,7 +181,7 @@ " fs = Nrect # to have frequency in units of fsub = fs / Nrect\n", " fLim = (-5, 5); dbLim = (-70, 5)\n", " #fLim = (-0.7, 0.5); dbLim = (-7, -3) # to show fpass\n", - "dsp.plot_spectra(fRect, HFrect, fs, fLim, dbLim)" + "plot_spectra(fRect, HFrect, fs, fLim, dbLim)" ] }, { @@ -201,7 +194,7 @@ }, { "cell_type": "code", - "execution_count": 26, + "execution_count": 7, "id": "5c1de1c5", "metadata": {}, "outputs": [], @@ -215,7 +208,7 @@ }, { "cell_type": "code", - "execution_count": 27, + "execution_count": 8, "id": "90d0823a", "metadata": {}, "outputs": [], @@ -232,7 +225,7 @@ }, { "cell_type": "code", - "execution_count": 28, + "execution_count": 9, "id": "d47b1dd4", "metadata": {}, "outputs": [ @@ -246,11 +239,11 @@ { "data": { "text/plain": [ - "[<matplotlib.lines.Line2D at 0x7fae14069b20>,\n", - " <matplotlib.lines.Line2D at 0x7fae14069190>]" + "[<matplotlib.lines.Line2D at 0x7f2699f12ca0>,\n", + " <matplotlib.lines.Line2D at 0x7f2699f12b20>]" ] }, - "execution_count": 28, + "execution_count": 9, "metadata": {}, "output_type": "execute_result" }, @@ -267,7 +260,7 @@ ], "source": [ "# Use ifft of sampled frequency response to obtain impulse response = FIR filter coefs\n", - "hIdeal, fIdeal, HFideal = dsp.ideal_low_pass_filter(Npoints, Npass, bandEdgeGain)\n", + "hIdeal, fIdeal, HFideal = ideal_low_pass_filter(Npoints, Npass, bandEdgeGain)\n", "print('DC response: sum(hIdeal) = %f' % np.sum(hIdeal))\n", "\n", "# Plot coefs, for half band all even coef except [0] are zero\n", @@ -276,7 +269,7 @@ }, { "cell_type": "code", - "execution_count": 29, + "execution_count": 10, "id": "82875d5f", "metadata": { "scrolled": true @@ -300,8 +293,8 @@ "dbLim = (-40, 5)\n", "\n", "# Calculate frequency response using DTFT\n", - "_, f, HF = dsp.dtft(hIdeal)\n", - "dsp.plot_two_power_spectra(fIdeal - 0.5, np.roll(HFideal, Npoints // 2), 'ideal',\n", + "_, f, HF = dtft(hIdeal)\n", + "plot_two_power_spectra(fIdeal - 0.5, np.roll(HFideal, Npoints // 2), 'ideal',\n", " f, HF, 'realisation',\n", " fs, fLim, dbLim, showRoll=True)" ] @@ -316,7 +309,7 @@ }, { "cell_type": "code", - "execution_count": 30, + "execution_count": 11, "id": "2b398ab5", "metadata": {}, "outputs": [ @@ -334,17 +327,17 @@ "Npoints = 1024\n", "Ntaps = 16\n", "Ncoefs = Npoints * Ntaps # = len(lofarCoefs)\n", - "lofarCoefs = dsp.read_coefficients_file('../data/Coeffs16384Kaiser-quant.dat')\n", + "lofarCoefs = read_coefficients_file('../data/Coeffs16384Kaiser-quant.dat')\n", "lofarCoefs /= np.sum(lofarCoefs)\n", "if Ncoefs == len(lofarCoefs):\n", " print('Ncoefs = %d' % Ncoefs)\n", - " print('Symmetrical = %s' % dsp.is_symmetrical(lofarCoefs))\n", - "hLofar, fLofar, HFlofar = dsp.dtft(lofarCoefs)" + " print('Symmetrical = %s' % is_symmetrical(lofarCoefs))\n", + "hLofar, fLofar, HFlofar = dtft(lofarCoefs)" ] }, { "cell_type": "code", - "execution_count": 31, + "execution_count": 12, "id": "66ba1f2b", "metadata": {}, "outputs": [ @@ -393,7 +386,7 @@ "fs = Npoints\n", "fLim = (-2, 2)\n", "dbLim = (-120, 5)\n", - "dsp.plot_spectra(fLofar, HFlofar, fs, fLim, dbLim)" + "plot_spectra(fLofar, HFlofar, fs, fLim, dbLim)" ] }, { @@ -406,19 +399,19 @@ }, { "cell_type": "code", - "execution_count": 32, + "execution_count": 13, "id": "741d2424", "metadata": {}, "outputs": [], "source": [ "# Ideal LPF\n", "Nideal = Npoints * Ntaps\n", - "hIdeal, fIdeal, HFideal = dsp.ideal_low_pass_filter(Nideal, Ntaps)" + "hIdeal, fIdeal, HFideal = ideal_low_pass_filter(Nideal, Ntaps)" ] }, { "cell_type": "code", - "execution_count": 33, + "execution_count": 14, "id": "d2595f67", "metadata": {}, "outputs": [ @@ -453,7 +446,7 @@ }, { "cell_type": "code", - "execution_count": 34, + "execution_count": 15, "id": "abdfe51a", "metadata": {}, "outputs": [ @@ -473,9 +466,9 @@ "fs = Npoints\n", "fLim = (-2, 2)\n", "dbLim = (-120, 5)\n", - "dsp.plot_two_power_spectra(fIdeal - 0.5, np.roll(HFideal, Nideal // 2), 'ideal',\n", - " fLofar, HFlofar, 'LOFAR',\n", - " fs, fLim, dbLim)" + "plot_two_power_spectra(fIdeal - 0.5, np.roll(HFideal, Nideal // 2), 'ideal',\n", + " fLofar, HFlofar, 'LOFAR',\n", + " fs, fLim, dbLim)" ] }, { @@ -488,7 +481,7 @@ }, { "cell_type": "code", - "execution_count": 35, + "execution_count": 16, "id": "209ae412", "metadata": {}, "outputs": [], @@ -500,12 +493,12 @@ "# Calculate frequency response using DTFT\n", "Ninterpolate = 40\n", "Ndtft = Nrect * Ninterpolate\n", - "hRect, fRect, HFrect = dsp.dtft(rect, Ndtft)" + "hRect, fRect, HFrect = dtft(rect, Ndtft)" ] }, { "cell_type": "code", - "execution_count": 36, + "execution_count": 17, "id": "5fa3a246", "metadata": {}, "outputs": [ @@ -524,9 +517,9 @@ "fs = Npoints\n", "fLim = (-2, 2)\n", "dbLim = (-120, 5)\n", - "dsp.plot_two_power_spectra(fRect, HFrect, 'rect',\n", - " fLofar, HFlofar, 'LOFAR',\n", - " fs, fLim, dbLim)" + "plot_two_power_spectra(fRect, HFrect, 'rect',\n", + " fLofar, HFlofar, 'LOFAR',\n", + " fs, fLim, dbLim)" ] }, { diff --git a/applications/lofar2/model/pfb_os/square_root_nyquist_filter.ipynb b/applications/lofar2/model/pfb_os/square_root_nyquist_filter.ipynb index f02d0427c5cd74b24f78066326779df1f0b1f604..73cfdf80a6114fb2648e1e721b87d80190d18326 100644 --- a/applications/lofar2/model/pfb_os/square_root_nyquist_filter.ipynb +++ b/applications/lofar2/model/pfb_os/square_root_nyquist_filter.ipynb @@ -39,7 +39,7 @@ }, { "cell_type": "code", - "execution_count": 1, + "execution_count": 5, "id": "3563bc63", "metadata": {}, "outputs": [], @@ -53,39 +53,42 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 6, "id": "f820b0ac", "metadata": {}, - "outputs": [], - "source": [ - "import dsp" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "id": "a131b5b6", - "metadata": {}, "outputs": [ { - "data": { - "text/plain": [ - "<module 'dsp' from '/dop466_0/kooistra/git/hdl/applications/lofar2/model/pfb_os/dsp.py'>" - ] - }, - "execution_count": 3, - "metadata": {}, - "output_type": "execute_result" + "name": "stdout", + "output_type": "stream", + "text": [ + "The autoreload extension is already loaded. To reload it, use:\n", + " %reload_ext autoreload\n" + ] } ], "source": [ - "import importlib\n", - "importlib.reload(dsp)" + "# Auto reload module when it is changed\n", + "%load_ext autoreload\n", + "%autoreload 2\n", + "\n", + "# Add rtdsp module path to $PYTHONPATH\n", + "import os\n", + "import sys\n", + "module_path = os.path.abspath(os.path.join('../'))\n", + "if module_path not in sys.path:\n", + " sys.path.insert(0, module_path)\n", + "\n", + "# Import rtdsp\n", + "from rtdsp.utilities import is_symmetrical, pow_db\n", + "from rtdsp.firfilter import raised_cosine_response, square_root_raised_cosine_response, \\\n", + " design_fir_low_pass_filter, nof_taps_remez\n", + "from rtdsp.fourier import dtft\n", + "from rtdsp.plotting import plot_power_spectrum, plot_magnitude_spectrum, plot_time_response" ] }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 7, "id": "4b2b04d9", "metadata": {}, "outputs": [ @@ -139,7 +142,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 8, "id": "961625f4", "metadata": {}, "outputs": [ @@ -159,24 +162,24 @@ } ], "source": [ - "hRc = dsp.raised_cosine_response(Ntaps, Nsps, roBeta)\n", - "#hRc = dsp.raised_cosine_response(Ntaps * 2 - 1, Tsymbol, roBeta)\n", - "#hRc = dsp.raised_cosine_response(Ntaps * 2, Tsymbol, roBeta)\n", - "hSrRc = dsp.square_root_raised_cosine_response(Ntaps, Nsps, roBeta)\n", + "hRc = raised_cosine_response(Ntaps, Nsps, roBeta)\n", + "#hRc = raised_cosine_response(Ntaps * 2 - 1, Tsymbol, roBeta)\n", + "#hRc = raised_cosine_response(Ntaps * 2, Tsymbol, roBeta)\n", + "hSrRc = square_root_raised_cosine_response(Ntaps, Nsps, roBeta)\n", "\n", "print('hRc:')\n", "print('. Ntaps = %d' % len(hRc))\n", "print('. DC sum = %f' % np.sum(hRc))\n", - "print('. Symmetrical coefs = %s' % dsp.is_symmetrical(hRc))\n", + "print('. Symmetrical coefs = %s' % is_symmetrical(hRc))\n", "print('hSrRc:')\n", "print('. Ntaps = %d' % len(hSrRc))\n", "print('. DC sum = %f' % np.sum(hSrRc))\n", - "print('. Symmetrical coefs = %s' % dsp.is_symmetrical(hSrRc))" + "print('. Symmetrical coefs = %s' % is_symmetrical(hSrRc))" ] }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 9, "id": "10432d94", "metadata": {}, "outputs": [ @@ -204,25 +207,25 @@ "source": [ "# Plot filter impulse response\n", "plt.figure(1)\n", - "dsp.plot_time_response(hRc, title='Raised cosine (roBeta = %.3f)' % roBeta, color='r', markers=True)\n", + "plot_time_response(hRc, title='Raised cosine (roBeta = %.3f)' % roBeta, color='r', markers=True)\n", "\n", "plt.figure(2)\n", - "dsp.plot_time_response(hSrRc, title='Square root raised cosine (roBeta = %.3f)' % roBeta, color='g', markers=True)" + "plot_time_response(hSrRc, title='Square root raised cosine (roBeta = %.3f)' % roBeta, color='g', markers=True)" ] }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 10, "id": "7f2a4ada", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "<matplotlib.legend.Legend at 0x7f53b8527b80>" + "<matplotlib.legend.Legend at 0x7f119c6ace80>" ] }, - "execution_count": 7, + "execution_count": 10, "metadata": {}, "output_type": "execute_result" }, @@ -255,21 +258,21 @@ "dbLim = None\n", "dbLim = (-120, 5) # Curve of HFSrRc corresponds to Figure 2a in [2]\n", "#dbLim = (-0.05, 0.05) # Curve of HFSrRc corresponds to Figure 2b in [2]\n", - "_, fRc, HFRc = dsp.dtft(hRc)\n", - "_, fSrRc, HFSrRc = dsp.dtft(hSrRc)\n", + "_, fRc, HFRc = dtft(hRc)\n", + "_, fSrRc, HFSrRc = dtft(hSrRc)\n", "HFSrRc2 = HFSrRc * HFSrRc\n", - "dsp.plot_power_spectrum(fRc, HFRc, 'r', fs=fs, fLim=fLim, dbLim=dbLim)\n", - "dsp.plot_power_spectrum(fSrRc, HFSrRc, 'g', fs=fs, fLim=fLim, dbLim=dbLim)\n", - "dsp.plot_power_spectrum(fSrRc, HFSrRc2, 'g--', fs=fs, fLim=fLim, dbLim=dbLim)\n", + "plot_power_spectrum(fRc, HFRc, 'r', fs=fs, fLim=fLim, dbLim=dbLim)\n", + "plot_power_spectrum(fSrRc, HFSrRc, 'g', fs=fs, fLim=fLim, dbLim=dbLim)\n", + "plot_power_spectrum(fSrRc, HFSrRc2, 'g--', fs=fs, fLim=fLim, dbLim=dbLim)\n", "plt.legend(['HFRc', 'HFScRc', 'HFScRc**2'])\n", "\n", "plt.figure(2)\n", "fLim = (0, 1)\n", "voltLim = None\n", "#voltLim = (0.95, 1.05)\n", - "dsp.plot_magnitude_spectrum(fRc, HFRc, 'r', fs=fs, fLim=fLim, voltLim=voltLim)\n", - "dsp.plot_magnitude_spectrum(fSrRc, HFSrRc, 'g', fs=fs, fLim=fLim, voltLim=voltLim)\n", - "dsp.plot_magnitude_spectrum(fSrRc, HFSrRc2, 'g--', fs=fs, fLim=fLim, voltLim=voltLim)\n", + "plot_magnitude_spectrum(fRc, HFRc, 'r', fs=fs, fLim=fLim, voltLim=voltLim)\n", + "plot_magnitude_spectrum(fSrRc, HFSrRc, 'g', fs=fs, fLim=fLim, voltLim=voltLim)\n", + "plot_magnitude_spectrum(fSrRc, HFSrRc2, 'g--', fs=fs, fLim=fLim, voltLim=voltLim)\n", "plt.legend(['HFRc', 'HFScRc', 'HFScRc**2'])" ] }, @@ -285,7 +288,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 11, "id": "dfc5651a", "metadata": {}, "outputs": [ @@ -339,16 +342,16 @@ "rippleWeights = [2.4535, 1, 1]\n", "rippleWeights = [1, 1, 1]\n", "\n", - "hRemez = dsp.design_fir_low_pass_filter('remez',\n", + "hRemez = design_fir_low_pass_filter('remez',\n", " Ntaps, fpass, fstop, fcutoff, cutoffGain, rippleWeights, fs=fs)\n", "\n", - "hSrRemez = dsp.design_fir_low_pass_filter('remez',\n", + "hSrRemez = design_fir_low_pass_filter('remez',\n", " Ntaps, fpass, fstop, fcutoff, srCutoffGain, rippleWeights, fs=fs)" ] }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 12, "id": "5198d0ac", "metadata": {}, "outputs": [ @@ -358,7 +361,7 @@ "36" ] }, - "execution_count": 9, + "execution_count": 12, "metadata": {}, "output_type": "execute_result" } @@ -366,13 +369,13 @@ "source": [ "# Estimated number of taps for remez() LPF is proportional to atten_db\n", "atten_db = 40\n", - "NtapsRemez = dsp.nof_taps_remez(fs, fpass, fstop, atten_db)\n", + "NtapsRemez = nof_taps_remez(fs, fpass, fstop, atten_db)\n", "NtapsRemez" ] }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 13, "id": "9314f402", "metadata": {}, "outputs": [ @@ -396,17 +399,17 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 14, "id": "580e0fd5", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "<matplotlib.legend.Legend at 0x7f53b85ca580>" + "<matplotlib.legend.Legend at 0x7f119c5bca60>" ] }, - "execution_count": 11, + "execution_count": 14, "metadata": {}, "output_type": "execute_result" }, @@ -427,25 +430,25 @@ "fLim = None\n", "dbLim = (-150, 5)\n", "dbLim = None\n", - "_, fRemez, HFRemez = dsp.dtft(hRemez)\n", - "dsp.plot_power_spectrum(fRc, HFRc, 'r', fs=fs, fLim=fLim, dbLim=dbLim)\n", - "dsp.plot_power_spectrum(fRemez, HFRemez, 'g', fs=fs, fLim=fLim, dbLim=dbLim)\n", + "_, fRemez, HFRemez = dtft(hRemez)\n", + "plot_power_spectrum(fRc, HFRc, 'r', fs=fs, fLim=fLim, dbLim=dbLim)\n", + "plot_power_spectrum(fRemez, HFRemez, 'g', fs=fs, fLim=fLim, dbLim=dbLim)\n", "plt.legend(['HFRc', 'HFRemez'])" ] }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 15, "id": "71874458", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "<matplotlib.legend.Legend at 0x7f53b6bdf790>" + "<matplotlib.legend.Legend at 0x7f119c9848b0>" ] }, - "execution_count": 12, + "execution_count": 15, "metadata": {}, "output_type": "execute_result" }, @@ -468,9 +471,9 @@ "dbLim = (-120, 5) # Curve of hSrRemez corresponds to Figure 2a in [2]\n", "dbLim = (-0.05, 0.05) # Curve of hSrRemez corresponds to Figure 2b in [2]\n", "dbLim = (-0.2, 0.2)\n", - "_, fSrRemez, HFSrRemez = dsp.dtft(hSrRemez)\n", - "dsp.plot_power_spectrum(fSrRc, HFSrRc, 'r', fs=fs, fLim=fLim, dbLim=dbLim)\n", - "dsp.plot_power_spectrum(fSrRemez, HFSrRemez, 'g', fs=fs, fLim=fLim, dbLim=dbLim)\n", + "_, fSrRemez, HFSrRemez = dtft(hSrRemez)\n", + "plot_power_spectrum(fSrRc, HFSrRc, 'r', fs=fs, fLim=fLim, dbLim=dbLim)\n", + "plot_power_spectrum(fSrRemez, HFSrRemez, 'g', fs=fs, fLim=fLim, dbLim=dbLim)\n", "plt.legend(['HFSrRc', 'hSrRemez'])" ] }, @@ -489,7 +492,7 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 16, "id": "9d54f740", "metadata": {}, "outputs": [], @@ -503,7 +506,7 @@ }, { "cell_type": "code", - "execution_count": 14, + "execution_count": 17, "id": "aaf29b71", "metadata": {}, "outputs": [], @@ -518,7 +521,7 @@ }, { "cell_type": "code", - "execution_count": 15, + "execution_count": 18, "id": "d4eb4d31", "metadata": {}, "outputs": [], @@ -534,13 +537,13 @@ }, { "cell_type": "code", - "execution_count": 16, + "execution_count": 19, "id": "e9f02eea", "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", 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\n", "text/plain": [ "<Figure size 700x400 with 1 Axes>" ] @@ -567,13 +570,13 @@ }, { "cell_type": "code", - "execution_count": 17, + "execution_count": 20, "id": "58217d1a", "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", 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\n", "text/plain": [ "<Figure size 700x400 with 1 Axes>" ] @@ -594,7 +597,7 @@ }, { "cell_type": "code", - "execution_count": 18, + "execution_count": 21, "id": "52a96f00", "metadata": {}, "outputs": [ @@ -602,7 +605,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "Distortion: isiStd / max(h) = -78.4 [dB]\n" + "Distortion: isiStd / max(h) = -78.1 [dB]\n" ] } ], @@ -610,7 +613,7 @@ "# Inter symbol interference (ISI)\n", "isiSignal = decodedSignal - expectedSignal\n", "isiStd = np.std(isiSignal)\n", - "print('Distortion: isiStd / max(h) = %5.1f [dB]' % dsp.pow_db(isiStd / hLevel))" + "print('Distortion: isiStd / max(h) = %5.1f [dB]' % pow_db(isiStd / hLevel))" ] }, { @@ -623,7 +626,7 @@ }, { "cell_type": "code", - "execution_count": 19, + "execution_count": 22, "id": "3b66226b", "metadata": {}, "outputs": [ diff --git a/applications/lofar2/model/pfb_os/up_down_sampling.ipynb b/applications/lofar2/model/pfb_os/up_down_sampling.ipynb index 08f97d1087bc7847d6aafe961238fe6d1db34cd5..6c2df95f4d37c7da34fe938fcdf9834f8ce3a327 100644 --- a/applications/lofar2/model/pfb_os/up_down_sampling.ipynb +++ b/applications/lofar2/model/pfb_os/up_down_sampling.ipynb @@ -18,7 +18,7 @@ }, { "cell_type": "code", - "execution_count": 120, + "execution_count": 1, "id": "02689e50", "metadata": {}, "outputs": [], @@ -30,39 +30,33 @@ }, { "cell_type": "code", - "execution_count": 121, - "id": "65235f50", - "metadata": {}, - "outputs": [], - "source": [ - "import dsp" - ] - }, - { - "cell_type": "code", - "execution_count": 122, + "execution_count": 2, "id": "acea4f0a", "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "<module 'dsp' from '/dop466_0/kooistra/git/hdl/applications/lofar2/model/pfb_os/dsp.py'>" - ] - }, - "execution_count": 122, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ - "import importlib\n", - "importlib.reload(dsp)" + "# Auto reload module when it is changed\n", + "%load_ext autoreload\n", + "%autoreload 2\n", + "\n", + "# Add rtdsp module path to $PYTHONPATH\n", + "import os\n", + "import sys\n", + "module_path = os.path.abspath(os.path.join('../'))\n", + "if module_path not in sys.path:\n", + " sys.path.insert(0, module_path)\n", + "\n", + "# Import rtdsp\n", + "from rtdsp.utilities import is_even\n", + "from rtdsp.firfilter import prototype_fir_low_pass_filter\n", + "from rtdsp.fourier import dtft\n", + "from rtdsp.multirate import downsample, upsample, resample\n", + "from rtdsp.plotting import plot_power_spectrum" ] }, { "cell_type": "code", - "execution_count": 123, + "execution_count": 3, "id": "55e0fe37", "metadata": {}, "outputs": [], @@ -89,7 +83,7 @@ }, { "cell_type": "code", - "execution_count": 124, + "execution_count": 4, "id": "e08b5ba2", "metadata": {}, "outputs": [ @@ -157,7 +151,7 @@ }, { "cell_type": "code", - "execution_count": 125, + "execution_count": 5, "id": "0a69b385", "metadata": {}, "outputs": [ @@ -184,20 +178,20 @@ "# Specifications\n", "Ntaps = 16\n", "Ncoefs = Nup * Ntaps\n", - "if dsp.is_even(Ncoefs):\n", + "if is_even(Ncoefs):\n", " Ncoefs -= 1 # make odd to have integer groupDelay\n", "\n", "hpFactor = 0.9\n", "transitionFactor = 0.4\n", "stopRippleFactor = 1000\n", "kaiserBeta = 1\n", - "hPrototype = dsp.prototype_fir_low_pass_filter('firls',\n", + "hPrototype = prototype_fir_low_pass_filter('firls',\n", " Nup, Ntaps, Ncoefs, hpFactor, transitionFactor, stopRippleFactor, kaiserBeta)" ] }, { "cell_type": "code", - "execution_count": 126, + "execution_count": 6, "id": "ca83f348", "metadata": {}, "outputs": [ @@ -233,8 +227,8 @@ "plt.figure(2)\n", "fLim = None # (-2, 2)\n", "dbLim = (-150, 5)\n", - "h, f, HF = dsp.dtft(hPrototype)\n", - "dsp.plot_power_spectrum(f, HF, 'g', fs, fLim, dbLim)" + "h, f, HF = dtft(hPrototype)\n", + "plot_power_spectrum(f, HF, 'g', fs, fLim, dbLim)" ] }, { @@ -247,7 +241,7 @@ }, { "cell_type": "code", - "execution_count": 133, + "execution_count": 7, "id": "5a402a30", "metadata": {}, "outputs": [ @@ -288,7 +282,7 @@ "tUp = (np.arange(0, Nsim * Nup) - groupDelay) * tsUp\n", "\n", "coefs = hPrototype * Nup\n", - "interpolatedData = dsp.upsample(wgData, Nup, coefs, verify=True)\n", + "interpolatedData = upsample(wgData, Nup, coefs, verify=True)\n", "\n", "# First plot up, then wg, to show wg samples as well\n", "plt.plot(tUp, interpolatedData, 'b-', tUp, interpolatedData, 'b*')\n", @@ -319,7 +313,7 @@ }, { "cell_type": "code", - "execution_count": 128, + "execution_count": 8, "id": "3cd0658f", "metadata": {}, "outputs": [ @@ -345,10 +339,10 @@ "source": [ "# Use same specifications as for interpolation except support Ndown\n", "Ncoefs = Ndown * Ntaps\n", - "if dsp.is_even(Ncoefs):\n", + "if is_even(Ncoefs):\n", " Ncoefs -= 1 # make odd to have integer groupDelay\n", "\n", - "hPrototype = dsp.prototype_fir_low_pass_filter('firls',\n", + "hPrototype = prototype_fir_low_pass_filter('firls',\n", " Ndown, Ntaps, Ncoefs, hpFactor, transitionFactor, stopRippleFactor, kaiserBeta)" ] }, @@ -362,7 +356,7 @@ }, { "cell_type": "code", - "execution_count": 129, + "execution_count": 9, "id": "860828a7", "metadata": {}, "outputs": [ @@ -406,7 +400,7 @@ "tDown = (np.arange(0, Dsim) * tsDown) - groupDelay * ts\n", "\n", "coefs = hPrototype\n", - "decimatedData = dsp.downsample(wgData, Ndown, coefs, verify=True)\n", + "decimatedData = downsample(wgData, Ndown, coefs, verify=True)\n", "\n", "plt.plot(tWg, wgData, 'r-', tWg, wgData, 'r*')\n", "plt.plot(tDown, decimatedData, 'b-', tDown, decimatedData, 'b*')\n", @@ -428,7 +422,7 @@ }, { "cell_type": "code", - "execution_count": 130, + "execution_count": 10, "id": "3ec63947", "metadata": {}, "outputs": [ @@ -454,16 +448,16 @@ "source": [ "# Use same specifications as for interpolation except support Nup / Ndown\n", "Ncoefs = Nup * Ntaps\n", - "if dsp.is_even(Ncoefs):\n", + "if is_even(Ncoefs):\n", " Ncoefs -= 1 # make odd to have integer groupDelay\n", "\n", - "hPrototype = dsp.prototype_fir_low_pass_filter('firls',\n", + "hPrototype = prototype_fir_low_pass_filter('firls',\n", " Nup, Ntaps, Ncoefs, hpFactor, transitionFactor, stopRippleFactor, kaiserBeta)" ] }, { "cell_type": "code", - "execution_count": 131, + "execution_count": 11, "id": "ed8a87a4", "metadata": {}, "outputs": [ @@ -515,7 +509,7 @@ "tResample = (np.arange(0, Dsim) * tsDown) - groupDelay * tsUp\n", "\n", "coefs = hPrototype * Nup\n", - "resampledData = dsp.resample(wgData, Nup, Ndown, coefs, verify=True)\n", + "resampledData = resample(wgData, Nup, Ndown, coefs, verify=True)\n", "\n", "plt.plot(tWg, wgData, 'r-', tWg, wgData, 'r*')\n", "plt.plot(tResample, resampledData, 'b-', tResample, resampledData, 'b*')\n", diff --git a/applications/lofar2/model/rtdsp/README.md b/applications/lofar2/model/rtdsp/README.md new file mode 100644 index 0000000000000000000000000000000000000000..1d3bb8a21ecc43817d773e95986437ebca4d0471 --- /dev/null +++ b/applications/lofar2/model/rtdsp/README.md @@ -0,0 +1,27 @@ +# Radio Telescope Digital Signal Processing (RTDSP) python package. + +## Description +The RTDSP package contains DSP functions for experimenting with DSP in Python jupyter notebooks. + +## Usage in jupyter notebook cell: +``` +# Auto reload module when it is changed +%load_ext autoreload +%autoreload 2 + +# # Alternative auto reload module: +# import importlib +# importlib.reload(dsp) + +# Add rtdsp module path to $PYTHONPATH +import os +import sys +module_path = os.path.abspath(os.path.join('<relative from notebook or absolute path to module>')) +if module_path not in sys.path: + sys.path.insert(0, module_path) + +# Import +from rtsdp.firfilter import <list of items> +# or +import rtsdp.firfilter as firfilter +``` diff --git a/applications/lofar2/model/rtdsp/__init__.py b/applications/lofar2/model/rtdsp/__init__.py new file mode 100644 index 0000000000000000000000000000000000000000..98a0c24244b3b768dace56da0b5608ae6d62f649 --- /dev/null +++ b/applications/lofar2/model/rtdsp/__init__.py @@ -0,0 +1,16 @@ +"""Init file for the Radio Telescope Digital Signal Processing (RTDSP) package. + +Modules: +. utilities : Basic functions used in the other modules +. windows : Windows functions for filter design +. fourier : DFT based functions +. hilbert : Hilbert transform +. firfilter : FIR filter design +. iirfilter : IIR filter design +. multirate : Multirate functions for resampling +. plotting : Plotting impulse responses and spectra + +References: +[1] dsp_study_erko.txt +[2] https://github.com/chipmuenk, with dsp library and pyfda = python filter design analysis tool +""" diff --git a/applications/lofar2/model/rtdsp/firfilter.py b/applications/lofar2/model/rtdsp/firfilter.py new file mode 100644 index 0000000000000000000000000000000000000000..cbfb0a39150e11b474427ad7cb9fa478d5c1c2d2 --- /dev/null +++ b/applications/lofar2/model/rtdsp/firfilter.py @@ -0,0 +1,322 @@ +#! /usr/bin/env python3 +############################################################################### +# +# Copyright 2024 +# ASTRON (Netherlands Institute for Radio Astronomy) <http://www.astron.nl/> +# P.O.Box 2, 7990 AA Dwingeloo, The Netherlands +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +############################################################################### + +# Author: Eric Kooistra +# Purpose: FIR filter functions for DSP +# Description: +# +# References: +# [1] dsp_study_erko.txt +# [2] https://github.com/chipmuenk/dsp/blob/main/notebooks/02_LTF/LTF-IIR-allgemein.ipynb + +import numpy as np +from scipy import signal +from .utilities import ceil_div, is_even, is_symmetrical +from .fourier import fourier_interpolate + + +############################################################################### +# Windowed sinc filter design +############################################################################### + +def raised_cosine_response(Ntaps, Nsps, roBeta): + """Generate a raised cosine (RC) FIR filter impulse response. + + Input: + . Ntaps : FIR filter length + . Nsps: symbol period Tsymbol in number of samples per symbol + . roBeta : Roll off factor in [0, 1.0], BW = (1 + roBeta) / Tsymbol, so: + - roBeta = 0.0: rectangular spectrum with BW = 1 / Tsymbol + - roBeta = 1.0: cosine spectrum with BW = 2 / Tsymbol + Return: + . hRc : impulse response of the raised cosine filter. + """ + # time axis + Tsymbol = Nsps # normalized sample period Ts = 1.0 + tIndices = np.arange(Ntaps) + tCenter = (Ntaps - 1) / 2 + t = tIndices - tCenter + + # sinc term, can use array assignment because sinc(1 / 0) = 1 + hRc = 1 / Tsymbol * np.sinc(t / Tsymbol) # np.sinc(x) = sin(pi x) / (pi x) + + # apply cos term, use for loop instead of array assignment, to detect divide by 0 + for tI in tIndices: + t = tI - tCenter + if np.abs(t) != Tsymbol / (2 * roBeta): + hRc[tI] *= np.cos(np.pi * roBeta * t / Tsymbol) / (1 - (2 * roBeta * t / Tsymbol)**2) + return hRc + + +def square_root_raised_cosine_response(Ntaps, Nsps, roBeta): + """Generate a square root raised cosine (SRRC) FIR filter impulse response. + + Reference: + . [HARRIS section 4.3] + . https://en.wikipedia.org/wiki/Root-raised-cosine_filter + + Input: + . Ntaps : FIR filter length + . Nsps: symbol period Tsymbol in number of samples per symbol + . roBeta : Roll off factor in [0, 1.0] + Return: + . hSrRc : impulse response of the square root raised cosine filter. + """ + # time axis + Tsymbol = Nsps # normalized sample period Ts = 1.0 + tIndices = np.arange(Ntaps) + tCenter = (Ntaps - 1) / 2 + t = tIndices - tCenter + + # numerator term, using array assignment + hSrRc = 1 / Tsymbol * (np.cos(np.pi * (1 + roBeta) * t / Tsymbol) * 4 * roBeta * t / Tsymbol + + np.sin(np.pi * (1 - roBeta) * t / Tsymbol)) + + # apply denumerator term, use for loop instead of array assignment, to detect divide by 0 + for tI in tIndices: + t = tI - tCenter + if t == 0.0: + hSrRc[tI] = 1 / Tsymbol * (1 + roBeta * (4 / np.pi - 1)) + elif np.abs(t) == Tsymbol / (4 * roBeta): + hSrRc[tI] = 1 / Tsymbol * roBeta / np.sqrt(2) * \ + ((1 + 2 / np.pi) * np.sin(np.pi / (4 * roBeta)) + + (1 - 2 / np.pi) * np.cos(np.pi / (4 * roBeta))) + else: + hSrRc[tI] /= (1 - (4 * roBeta * t / Tsymbol)**2) * (np.pi * t / Tsymbol) + return hSrRc + + +############################################################################### +# FIR Filter design +############################################################################### + +def nof_taps_kaiser_window(fs, fpass, fstop, atten_db): + """Number of FIR LPF taps using Kaiser window based design + + Reference: [HARRIS 3.2, Fig. 3.8 for kaiserBeta] + """ + df = fstop - fpass + return int((fs / df) * (atten_db - 8) / 14) + + +def nof_taps_remez(fs, fpass, fstop, atten_db): + """Number of FIR LPF taps using remez = Parks-McClellan based design. + + Reference: [HARRIS 3.3, LYONS 5.6] + """ + df = fstop - fpass + return int((fs / df) * (atten_db / 22)) + + +def ideal_low_pass_filter(Npoints, Npass, bandEdgeGain=1.0): + """Derive FIR coefficients for prototype low pass filter using ifft of + magnitude frequency response. + + The Npoints defines the double sided spectrum, so Npass = 2 * fpass / fs + * Npoints, where fpass is the positive cutoff frequency of the LPF. + + Input: + - Npoints: Number of points of the DFT in the filterbank + - Npass: Number of points with gain > 0 in pass band. + - bandEdgeGain : Gain at band edge + Return: + - h: FIR coefficients from impulse response + - f: normalized frequency axis for HF, fs = 1 + - HF: frequency transfer function of h + """ + # Magnitude frequency reponse + HF = np.zeros([Npoints]) + HF[0] = bandEdgeGain + HF[1 : Npass - 1] = 1 + HF[Npass - 1] = bandEdgeGain + # Zero center HF to make it even + HF = np.roll(HF, -(Npass // 2)) + f = np.arange(0, 1, 1 / Npoints) + # Filter impulse response + h = np.fft.ifft(HF).real # imag is 0 for even HF + h = np.roll(h, Npoints // 2) + return h, f, HF + + +def prototype_fir_low_pass_filter(method='firls', + Npoints=1024, Ntaps=16, Ncoefs=1024*16, + hpFactor=0.9, transitionFactor=0.4, stopRippleFactor=1000000, kaiserBeta=1, fs=1.0): + """Derive FIR coefficients for prototype low pass filter + + Use method 'firls' or 'remez'. + + Default use LPF specification for LOFAR subband filter. For subband filter + BWbin = fs / Npoints and the number of subbands is Nsub = Npoints / 2. + + For multirate upsampling or or downsampling filter the Npoints is the + multirate factor Nup in upsampling or Ndown in downsampling. The fpass = + BWbin / 2 = fNyquist / Npoints, where fNyquist = fs / 2. + + Use hpFactor < 1.0 to increase attentuation at fpass, to reduce disturbance + due to aliasing. + + The number of prototype FIR filter coefficients Ncoefs <= Npoints * Ntaps. + For symmetrical-coefficient FIR filters the group delay is + (Ncoefs - 1) / 2, so choose Ncoefs is odd to have integers number of + samples output delay. + + Normalize DC gain to 1.0. + + Input: + - method: FIR filter design method 'firls' or 'remez' + - Npoints: Number of points of the DFT in the filterbank, or multirate + factor Nup in upsampling or Ndown in downsampling + - Ntaps: Number of taps per polyphase. + - Ncoefs: Actual number of prototype FIR filter coefficients, any extra + coefs are zero + - hpFactor : Half power bandwidth of the filter relative to BWbin + - transitionFactor: transition bandwidth factor relative to fpass + - stopRippleFactor: stopband ripple factor relative to pass band ripple + - kaiserBeta: When kaiserBeta > 0 then additionally apply a Kaiser window on FIR + coefficients + - fs: sample frequency, for logging + Return: + - h: FIR coefficients for requested Ncoefs + """ + # LPF specification for subband filter + BWbin = fs / Npoints # bandwidth of one bin (is subband frequency) + # Use half power bandwidth factor to tune half power cutoff frequency of LPF, default 1.0 + BWpass = hpFactor * BWbin + fpass = BWpass / 2 # pass band frequency of bin at DC: -fpass to +fpass + transitionBW = transitionFactor * fpass # transition bandwidth + fcutoff = 0 # not used, use hpFactor instead + cutoffGain = 0.5 + fstop = fpass + transitionBW # stop band frequency + rippleWeights = [1, stopRippleFactor] + + # Design subband filter + h = design_fir_low_pass_filter(method, Ncoefs, fpass, fstop, fcutoff, cutoffGain, rippleWeights, kaiserBeta, fs) + return h + + +def design_fir_low_pass_filter(method, + Ncoefs, fpass, fstop, fcutoff=0, cutoffGain=0.5, rippleWeights=[1, 1], + kaiserBeta=0, fs=1.0): + """Derive FIR coefficients for prototype low pass filter + + Use method 'firls' or 'remez', fs = 1.0 + + Derive symmetrical FIR coeffients for linear phase. For symmetrical + coefficient FIR filters the group delay is (Ncoefs - 1) / 2, so + choose Ncoefs is odd to have integers number of samples output delay. + + Normalize DC gain to 1.0. + + Input: + - method: FIR filter design method 'firls' or 'remez' + - Ncoefs: Actual number of prototype FIR filter coefficients, any extra + coefs are zero + - fpass: pass band frequency + - fstop: stop band frequency + - fs: sample frequency, 0 < fpass < fcutoff < fstop < fNyquist = fs / 2 + - fcutoff: when fcutoff > 0, then define cutoff frequency point in transition band, fpass < fcutoff < fstop + - cutoffGain: normalized LPF gain at fcutoff + - rippleWeights: relative ripple factors for pass band, optional fcutoff, and stop band + - kaiserBeta: When kaiserBeta > 0, then additionally apply a Kaiser window on FIR + coefficients + Return: + - h: FIR coefficients for requested Ncoefs + """ + fNyquist = fs / 2 + fsub = fpass * 2 # double sided LPF band width, when used as prototype for a BPF + + # Initial FIR filter length N + # . Use interpolation of factor Q shorter filter to ensure the FIR filter design converges + # and to speed up calculation. N >> NFirlsMax = 1024 is not feasible. + # . The passband ripple and stopband attenuation depend on the transition bandwidth + # and the rippleWeights. Choose transition band width ~< fpass, to ensure the FIR filter + # design converges and improve the passband ripple and stopband attenuation. A too large + # transition bandwidth also gives the design too much freedom and causes artifacts in + # the transition band. + # . scipy firls() defines fpass relative to fs, so can use fpass as cutoff frequency. + if method == 'firls': + NFirlsMax = 1024 + Q = ceil_div(Ncoefs, NFirlsMax) + N = Ncoefs // Q + # If necessary -1 to make odd, because firls only supports odd number of FIR coefficients + if is_even(N): + N = N - 1 + if method == 'remez': + NRemezMax = 1024 + Q = ceil_div(Ncoefs, NRemezMax) + N = Ncoefs // Q + + # Low pass transition band + f_pb = fpass * Q # pass band frequency + f_co = fcutoff * Q # optional cutoff frequency in transition band + f_sb = fstop * Q # stop band frequency + + # Calculate initial FIR filter for length N + if method == 'firls': + if not fcutoff: + hFir = signal.firls(N, [0, f_pb, f_sb, fNyquist], + [1, 1, 0, 0], rippleWeights, fs=fs) + else: + hFir = signal.firls(N, [0, f_pb, f_co, f_co, f_sb, fNyquist], + [1, 1, cutoffGain, cutoffGain, 0, 0], rippleWeights, fs=fs) + if method == 'remez': + if not fcutoff: + hFir = signal.remez(N, [0, f_pb, f_sb, fNyquist], + [1, 0], rippleWeights, fs=fs) + else: + hFir = signal.remez(N, [0, f_pb, f_co, f_co, f_sb, fNyquist], + [1, cutoffGain, 0], rippleWeights, fs=fs) + + # Additionally apply a Kaiser window, with kaiserBeta = 1 like in pfs_coeff_final.m, this improves + # the stopband attenuation near the transition band somewhat + # . kaiserBeta: 0 rect, 5 hamming, 6 hanning + if kaiserBeta: + win = signal.windows.kaiser(N, kaiserBeta) + hFir *= win + + # Normalize DC gain + dcSum = np.sum(hFir) + hFir *= 1.0 / dcSum + + if len(hFir) == Ncoefs: + h = hFir + else: + # Use Fourier interpolation to create final FIR filter coefs when + # Q > 1 or when N != Ncoefs + HFfir = np.fft.fft(hFir) + h = fourier_interpolate(HFfir, Ncoefs) + + print('> design_fir_low_pass_filter()') + print('. Method = %s' % method) + print('. Q = %f' % Q) + print('. fsub = fpass * 2 = %f' % fsub) + print('. fpass = %f' % fpass) + if fcutoff: + print('. fcutoff = %f' % fcutoff) + print('. cutoffGain = %f' % cutoffGain) + print('. fstop = %f' % fstop) + print('. fNyquist = %f' % fNyquist) + print('. fs = %f' % fs) + print('. Ncoefs = %d' % len(h)) + print('. DC sum = %f' % np.sum(h)) + print('. Symmetrical coefs = %s' % is_symmetrical(h)) + print('') + return h diff --git a/applications/lofar2/model/rtdsp/fourier.py b/applications/lofar2/model/rtdsp/fourier.py new file mode 100644 index 0000000000000000000000000000000000000000..b49c8e79bcfe2e6227061e9ae135961722ad701f --- /dev/null +++ b/applications/lofar2/model/rtdsp/fourier.py @@ -0,0 +1,147 @@ +#! /usr/bin/env python3 +############################################################################### +# +# Copyright 2024 +# ASTRON (Netherlands Institute for Radio Astronomy) <http://www.astron.nl/> +# P.O.Box 2, 7990 AA Dwingeloo, The Netherlands +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +############################################################################### + +# Author: Eric Kooistra +# Purpose: Fourier transform functions for DSP +# Description: +# +# References: +# [1] dsp_study_erko.txt + +import numpy as np +from .utilities import c_rtol, c_atol, ceil_pow2, is_even + + +############################################################################### +# Time domain interpolation using DFT +############################################################################### + +def fourier_interpolate(HFfilter, Ncoefs): + """Use Fourier interpolation to create final FIR filter coefs. + + HF contains filter transfer function for N points, in order 0 to fs. The + interpolation inserts Ncoefs - N zeros and then performs IFFT to get the + interpolated impulse response. + + Use phase correction dependent on interpolation factor Q to have fractional + time shift of hInterpolated, to make it symmetrical. Similar as done in + pfs_coeff_final.m and pfir_coeff.m. Use upper = conj(lower), because that + is easier than using upper from HFfilter. + + Reference: LYONS 13.27, 13.28 + """ + N = len(HFfilter) + K = N // 2 + + # Interpolation factor Q can be fractional, for example: + # - Ncoefs = 1024 * 16 + # . firls: N = 1024 + 1 --> Q = 15.98439 + # . remez: N = 1024 --> Q = 16 + Q = Ncoefs / N + + # Apply phase correction (= time shift) to make the impulse response + # exactly symmetric + f = np.arange(N) / Ncoefs + p = np.exp(-1j * np.pi * (Q - 1) * f) + HF = HFfilter * p + + HFextended = np.zeros(Ncoefs, dtype=np.complex_) + if is_even(N): + # Copy DC and K - 1 positive frequencies in lower part (K values) + HFextended[0:K] = HF[0:K] # starts with DC at [0] + # Create the upper part of the spectrum from the K - 1 positive + # frequencies and fs/2 in lower part (K values) + HFflip = np.conjugate(np.flip(HF[0:K + 1])) # contains DC at [0] + HFextended[-K:] = HFflip[0:K] # omit DC at [K] + # K + K = N values, because N is even and K = N // 2 + else: + # Copy DC and K positive frequencies in lower part (K + 1 values) + HFextended[0:K + 1] = HF[0:K + 1] # starts with DC at [0] + # Create the upper part of the spectrum from the K positive + # frequencies in the lower part (K values) + HFflip = np.conjugate(np.flip(HF[0:K + 1])) # contains DC at [0] + HFextended[-K:] = HFflip[0:K] # omit DC at [K] + # K + 1 + K = N values, because N is odd and K = N // 2 + hInterpolated = np.fft.ifft(HFextended) + if np.allclose(hInterpolated.imag, np.zeros(Ncoefs), rtol=c_rtol, atol=c_atol): + print('hInterpolated.imag ~= 0') + else: + print('WARNING: hInterpolated.imag != 0 (max(abs) = %e)' % np.max(np.abs(hInterpolated.imag))) + return hInterpolated.real + + +############################################################################### +# Discrete Time Fourier Transform (DTFT) +############################################################################### + +def dtft(coefs, Ndtft=None, zeroCenter=True, fftShift=True): + """Calculate DTFT of filter impulse response or window. + + Use DFT with Ndtft points, to have frequency resolution of 2 pi / Ndtft. + Define h by extending coefs with Ndtft - Ncoefs zeros, where Ncoefs = + len(coefs). This DFT approaches the DTFT using bandlimited interpolation, + similar to INTERP() which interpolates by factor L = Ndtft / Ncoefs [JOS1]. + + Input: + . coefs: filter impulse response or window coefficients + . Ndtft: number of points in DFT to calculate DTFT + . zeroCenter: when True zero center h to have even function that aligns + with cos() in DTFT, for zero-phase argument (+-1 --> 0, +-pi). Else + apply h as causal function. + . fftShift: when True fft shift to have -0.5 to +0.5 frequency axis, + else use 0 to 1.0. + Return: + . h: zero padded coefs + . f: normalized frequency axis for HF, fs = 1 + . HF: dtft(h), the frequency transfer function of h + """ + c_interpolate = 10 + Ncoefs = len(coefs) + if Ndtft is None: + Ndtft = ceil_pow2(Ncoefs * c_interpolate) + # Time series, causal with coefs at left in h + h = np.concatenate((coefs, np.zeros([Ndtft - Ncoefs]))) + if zeroCenter: + # Zero center h to try to make it even + h = np.roll(h, -(Ncoefs // 2)) + # DFT + HF = np.fft.fft(h) + # Normalized frequency axis, fs = 1, ws = 2 pi + f = np.arange(0, 1, 1 / Ndtft) # f = 0,pos, neg + if fftShift: + # FFT shift to center HF, f = neg, 0,pos + f = f - 0.5 + HF = np.roll(HF, Ndtft // 2) + return h, f, HF + + +############################################################################### +# Radix FFT +############################################################################### + +# def radix_fft(): +# """Calculate DFT using smaller DFTs +# +# Use DFTs with radices equal to the greatest common dividers (gcd) of the +# input DFT size. +# +# https://stackoverflow.com/questions/9940192/how-to-calculate-a-large-size-fft-using-smaller-sized-ffts +# """ diff --git a/applications/lofar2/model/rtdsp/hilbert.py b/applications/lofar2/model/rtdsp/hilbert.py new file mode 100644 index 0000000000000000000000000000000000000000..cb74685ac5add40ad3b985030e3ab7c7a5c62d7e --- /dev/null +++ b/applications/lofar2/model/rtdsp/hilbert.py @@ -0,0 +1,82 @@ +#! /usr/bin/env python3 +############################################################################### +# +# Copyright 2024 +# ASTRON (Netherlands Institute for Radio Astronomy) <http://www.astron.nl/> +# P.O.Box 2, 7990 AA Dwingeloo, The Netherlands +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +############################################################################### + +# Author: Eric Kooistra +# Purpose: Hilbert transform functions for DSP +# Description: +# +# References: +# [1] dsp_study_erko.txt + +import numpy as np +from .utilities import is_even + + +############################################################################### +# Hilbert transform filter +############################################################################### + +def hilbert_response(Ntaps): + """Calculate impulse response of Hilbert filter truncated to Ntaps + coefficients. + + h(t) = 1 / (pi t) ( 1 - cos(ws t / 2), l'Hoptial's rule: h(0) = 0 + + For n = ...-2, -1, 0, 1, 2, ..., and Ts = 1, and Ntaps is + . odd: t = n Ts + ht[n] = 1 / (pi n)) ( 1 - cos(pi n)) + = 0, when n is even + = 2 / (pi n), when n is odd + . even: t = (n + 0.5) Ts + ht(n) = 1 / (pi m)) ( 1 - cos(pi m)), with m = n + 0.5 + """ + Npos = Ntaps // 2 + if is_even(Ntaps): + ht = np.zeros(Npos) + for n in range(0, Npos): + m = n + 0.5 + ht[n] = 1 / (np.pi * m) * (1 - np.cos(np.pi * m)) + ht = np.concatenate((np.flip(-ht), ht)) + else: + Npos += 1 + ht = np.zeros(Npos) + for n in range(1, Npos, 2): + ht[n] = 2 / (np.pi * n) + ht = np.concatenate((np.flip(-ht[1:]), ht)) + return ht + + +def hilbert_delay(Ntaps): + """Delay impulse by (Ntaps - 1) / 2 to align with hilbert_response(Ntaps). + + Analytic signal htComplex = htReal + 1j * htImag where: + . htReal = hilbert_delay(Ntaps) + . htImag = hilbert_response(Ntaps) + + Only support integer delay D = (Ntaps - 1) / 2, so Ntaps is odd, then return + htReal, else return None. + """ + if is_even(Ntaps): + return None + D = (Ntaps - 1) // 2 + htReal = np.zeros(Ntaps) + htReal[D] = 1.0 + return htReal diff --git a/applications/lofar2/model/rtdsp/iirfilter.py b/applications/lofar2/model/rtdsp/iirfilter.py new file mode 100644 index 0000000000000000000000000000000000000000..46521897042eef75fb7b1e476b045989f81bba6b --- /dev/null +++ b/applications/lofar2/model/rtdsp/iirfilter.py @@ -0,0 +1,62 @@ +#! /usr/bin/env python3 +############################################################################### +# +# Copyright 2024 +# ASTRON (Netherlands Institute for Radio Astronomy) <http://www.astron.nl/> +# P.O.Box 2, 7990 AA Dwingeloo, The Netherlands +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +############################################################################### + +# Author: Eric Kooistra +# Purpose: IIR filter design functions for DSP +# Description: +# +# References: +# [1] dsp_study_erko.txt +# [2] https://webaudio.github.io/Audio-EQ-Cookbook/Audio-EQ-Cookbook.txt + +import numpy as np + + +############################################################################### +# IIR Filter design +############################################################################### + +def iir_biquad_butter_coefficients(f0, BW, band='bandstop', fs=1): + """Calculate b0, b1, b2, a0, a1, a2 for biquad IIR filter section. + + Bilinear transform of Butterworth filters, from [2]. + + For single biquad bandpass alternatively use signal.iirpeak() + For single biquad bandstop alternatively use signal.iirnotch() + """ + w0 = 2 * np.pi * f0 / fs + Q = f0 / BW + si = np.sin(w0) + cs = np.cos(w0) + alpha = np.sin(w0) / (2 * Q) + a1 = -2 * cs + if band == 'lowpass': + b0 = 1 - cs + b = [b0 / 2, b0, b0 / 2] + elif band == 'highpass': + b0 = 1 + cs + b = [b0 / 2, -b0, b0 / 2] + elif band == 'bandstop': + b = [1, a1, 1] + elif band == 'bandpass': + b = [si / 2, 0, -si / 2] + a = [1 + alpha, a1, 1 - alpha] + return b, a diff --git a/applications/lofar2/model/rtdsp/multirate.py b/applications/lofar2/model/rtdsp/multirate.py new file mode 100644 index 0000000000000000000000000000000000000000..06d1cbbf3de9fe9889dff3191287ae6cd3583338 --- /dev/null +++ b/applications/lofar2/model/rtdsp/multirate.py @@ -0,0 +1,469 @@ +#! /usr/bin/env python3 +############################################################################### +# +# Copyright 2024 +# ASTRON (Netherlands Institute for Radio Astronomy) <http://www.astron.nl/> +# P.O.Box 2, 7990 AA Dwingeloo, The Netherlands +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +############################################################################### + +# Author: Eric Kooistra +# Purpose: Multirate functions for DSP +# Description: +# +# References: +# [1] dsp_study_erko.txt + +import numpy as np +from scipy import signal +from .utilities import c_rtol, c_atol, ceil_div + + +############################################################################### +# Polyphase filter +############################################################################### + +class PolyPhaseFirFilterStructure: + """Polyphase FIR filter structure (PFS) per block of data + + Input: + . Nphases: number of poly phases, is data block size, is number of rows + (axis=0) in polyphase structure + . coefs: FIR coefficients b[0 : Nphases * Ntaps - 1] + . commutator: 'up' or 'down', commutator 'up' selects the polyCoefs from + phase 0 : Nphases - 1, commutator 'down' first flips the phases order + in polyCoefs. + + Derived: + . Ntaps: number of taps per poly phase, is number of columns (axis=1) in + the polyphase structure + + Map LPF FIR coefs to polyCoefs with: + . flip rows (axis=0) to have first coefs[0] at last row to fit time order + of data block with newest sample at last index. Flipping polyCoefs once + here at init is probably more efficient, then flipping inData and outData + for every block. + . No need to flip the order of the Ntaps columns (axis=1), because the + filter sums the Ntaps. + + Filter delay memory polyDelays: + . Shift in data blocks per column at column 0, last sample in data block + and in column is newest. + """ + def __init__(self, Nphases, coefs, commutator): + self.Nphases = Nphases + self.coefs = coefs + self.Ncoefs = len(coefs) + self.Ntaps = ceil_div(self.Ncoefs, Nphases) + + # coefs = [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11] + # polyCoefs = [[ 3, 7, 11], + # [ 2, 6, 10], + # [ 1, 5, 9], + # [ 0, 4, 8]]), Nphases = 4 rows (axis=0) + # Ntaps = 3 columns (axis=1) + self.polyCoefs = self.poly_coeffs(commutator) + + # oldest sample[0] + # newest sample [15] + # samples [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15] + # blocks [ 0, 1, 2, 3] + # shift blocks to next column in polyDelays + # put newest block[3] in first column of polyDelays + # polyDelays = [[ 8, 4, 0], + # [ 9, 5, 1], + # [10, 6, 2], + # [11, 7, 3]]) + self.polyDelays = np.zeros((Nphases, self.Ntaps)) + + def poly_coeffs(self, commutator): + """Polyphase structure for FIR filter coefficients coefs in Nphases + + Input: + . coefs = [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11] + . commutator: 'up' or 'down' + Return: + . commutator: 'up', see title Figure in [HARRIS 6], Figure 10.22 and + 10.23 in [LYONS] seem to have commutator arrows in wrong direction. + polyCoefs = [[ 0, 4, 8], # p = 0, H0(z) + [ 1, 5, 9], # p = 1, H1(z) + [ 2, 6, 10], # p = 2, H2(z) + [ 3, 7, 11]]) # p = 3, H3(z), + Nphases = 4 rows (axis=0) + Ntaps = 3 columns (axis=1) + If Ncoefs < Ntaps * Nphases, then pad polyCoefs with zeros. + """ + polyCoefs = np.zeros(self.Nphases * self.Ntaps) + polyCoefs[0 : self.Ncoefs] = self.coefs + polyCoefs = polyCoefs.reshape(self.Ntaps, self.Nphases).T + if commutator == 'down': + polyCoefs = np.flip(polyCoefs, axis=0) + return polyCoefs + + def filter_block(self, inData): + """Filter block of inData per poly phase + + Input: + . inData: block of Nphases input data, time n increments, so inData[0] is + oldest data and inData[Nphases-1] is newest data + Return: + . outData: block of Nphases filtered output data with outData[0] is + oldest data and outData[Nphases-1] is newest data, so time n + increments, like with inData + """ + # Shift delay memory by one block + self.polyDelays = np.roll(self.polyDelays, 1, axis=1) + # Shift in inData block at column 0 + self.polyDelays[:, 0] = inData + # Apply FIR coefs per element + zData = self.polyDelays * self.polyCoefs + # Sum per poly phase + outData = np.sum(zData, axis=1) + return outData + + +def upsample(x, Nup, coefs, verify=False): # interpolate + """Upsample x by factor I = Nup + + Input: + . x: Input signal x[n] + . Nup: upsample (interpolation) factor + . coefs: FIR filter coefficients for antialiasing LPF + . verify: when True then verify that output y is the same when calculated directly or when calculated using the + polyphase implementation. + Return: + . y: Upsampled output signal y[m] + + Assumptions: + . x[n] = 0 for n < 0 + . m = n * I, so first upsampled output sample starts at m = 0 based on n = 0 + . no y[m] for m < 0 + . insert I - 1 zeros after each x[n] to get v[m], so len(v) = len(y) = I * len(x) + . use coefs as anti aliasing filter, must be LPF with BW < fNyquist / I + . len(coefs) typically is multiple of Nup. If shorter, then the coefs are extended with zeros. + + Remarks: + . The input sample period is ts and the output sample period of the upsampled (= interpolated signal) is tsUp = + ts / I + . The group delay is (Ncoefs - 1) / 2 * tsUp = (Ncoefs - 1) / I / 2 * ts. With odd Ncoefs and symmetrical coefs + to have linear phase, the group delay is an integer number of tsUp periods, so: + - when (Ncoefs - 1) % 2 == 0, then the group delay is an integer number of tsUp periods + - when (Ncoefs - 1) % (2 * I) == 0, then the group delay is an integer number of ts periods + + Procedure: + + x[n]: 0 1 2 3 --> time n with unit Ts + + v[m] = x[m / I], for m = 0, +-I, +-2I, ... + = 0, else + v[m]: 0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 --> time m with unit Ts / I + | | | | + h[k]: 11 10 9 8 7 6 5 4 3 2 1 0 | | | --> coefs for m = 12 + 11 10 9 8 7 6 5 4 3 2 1 0 | | --> coefs for m = 13 + 11 10 9 8 7 6 5 4 3 2 1 0 | --> coefs for m = 14 + 11 10 9 8 7 6 5 4 3 2 1 0 --> coefs for m = 15 + + y[m]: 0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 --> time m with unit Ts / I + + Calculate y[0, 1, 2, 3] at x[0] + y[0] = h[0] x[0] + y[1] = h[1] x[0] + y[2] = h[2] x[0] + y[3] = h[3] x[0] + + Calculate y[4, 5 ,6 ,7] at x[1] + y[ 4] = h[0] x[1] + h[4] x[0] + y[ 5] = h[1] x[1] + h[5] x[0] + y[ 6] = h[2] x[1] + h[6] x[0] + y[ 7] = h[3] x[1] + h[7] x[0] + + Calculate y[8, 9, 10, 11] at x[2] + y[ 8] = h[0] x[2] + h[4] x[1] + h[ 8] x[0] + y[ 9] = h[1] x[2] + h[5] x[1] + h[ 9] x[0] + y[10] = h[2] x[2] + h[6] x[1] + h[10] x[0] + y[11] = h[3] x[2] + h[7] x[1] + h[11] x[0] + + Calculate y[12, 13, 14, 15] at x[3], see '|' markers between v[m] (is zero padded x[n]) and h[k] above + y[12] = h[0] x[3] + h[4] x[2] + h[ 8] x[1] + y[13] = h[1] x[3] + h[5] x[2] + h[ 9] x[1] + y[14] = h[2] x[3] + h[6] x[2] + h[10] x[1] + y[15] = h[3] x[3] + h[7] x[2] + h[11] x[1] + + ==> Calculate y[n * I + [0, ..., I - 1]] at x[n] + + y[n * I + 0] = lfilter(h[0, 4, 8], [1], x) # p = 0 + y[n * I + 1] = lfilter(h[1, 5, 9], [1], x) # p = 1 + y[n * I + 2] = lfilter(h[2, 6,10], [1], x) # p = 2 + y[n * I + 3] = lfilter(h[3, 7,11], [1], x) # p = 3 + """ + Nx = len(x) + a = [1.0] + + # Polyphase implementation to avoid multiply by zero values + # coefs = [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11] + # polyCoefs = [[ 0, 4, 8], # p = 0 + # [ 1, 5, 9], # p = 1 + # [ 2, 6, 10], # p = 2 + # [ 3, 7, 11]]) # p = 3 + pfs = PolyPhaseFirFilterStructure(Nup, coefs, commutator='up') + polyCoefs = pfs.polyCoefs + + # Poly phases for data + # . Use polyY for whole data signal x with Nx samples, instead of pfs.polyDelays for pfs.Ntaps, to be able to use + # signal.lfilter() + polyY = np.zeros((Nup, Nx)) + + # Filter x per polyphase, index p = 0, 1, .., Nup - 1 is the commutator in [Figure 10.13, 10.23 in LYONS, 3.25 + # HARRIS] + for p in range(Nup): + polyY[p] = signal.lfilter(polyCoefs[p], a, x) + y = polyY.T.reshape(1, Nup * Nx)[0] + + if verify: + # Inefficient upsampling implementation with multiply by zero values + xZeros = np.zeros((Nup, Nx)) + xZeros[0] = x + xZeros = xZeros.T.reshape(1, Nup * Nx)[0] # upsample + yVerify = signal.lfilter(coefs, a, xZeros) # LPF + if np.allclose(y, yVerify, rtol=c_rtol, atol=c_atol): + print('PASSED: correct upsample result') + else: + print('ERROR: wrong upsample result') + + print('> upsample():') + print('. Nup = ' + str(Nup)) + print('. Nx = ' + str(Nx)) + print('. len(y) = ' + str(len(y))) + print('') + return y + + +def downsample(x, Ndown, coefs, verify=False): # decimate + """Downsample x by factor D = Ndown up + + Input: + . x: Input signal x[n] + . Ndown: downsample (decimation) factor + . coefs: FIR filter coefficients for antialiasing LPF + . verify: when True then verify that output y is the same when calculated directly or when calculated using the + polyphase implementation. + Return: + . y: Downsampled output signal y[m] + + Assumptions: + . x[n] = 0 for n < 0 + . m = n // I, so first downsampled output sample starts at m = 0 based on n = 0 + . no y[m] for m < 0 + . skip D - 1 values zeros after each x[n] to get y[m], so len(y) = len(x) // D + . use coefs as anti aliasing filter, must be LPF with BW < fNyquist / D + . len(coefs) typically is multiple of Ndown. If shorter, then the coefs are extended with zeros. + + Remarks: + . The input sample period is ts and the output sample period of the downsampled (= decimated signal) is tsDown = + ts * D + . The group delay is (Ncoefs - 1) / 2 * ts. With odd Ncoefs and symmetrical coefs to have linear phase, the group + delay is an integer number of ts periods, so: + - when (Ncoefs - 1) % 2 == 0, then the group delay is an integer number of ts periods + - when (Ncoefs - 1) % (2 * D) == 0, then the group delay is an integer number of tsDown periods + + Procedure: + + x[n]: 0 1 2 3 4 5 6 7 8 9 10 11 12 --> time n with unit Ts + | + h[k]: 11 10 9 8 7 6 5 4 3 2 1 0 --> coefs for y[m] at m = 3 + + 8 4 0 --> coefs for v[n] at n = 12 + 9 5 1 --> coefs for v[n] at n = 11 + 10 6 2 --> coefs for v[n] at n = 10 + 11 7 3 --> coefs for v[n] at n = 9 + + v[n]: 0 1 2 3 4 5 6 7 8 9 10 11 12 + + y[m]: 0 1 2 3 --> time m with unit Ts * D + + Remove v[-3] = h[3] x[-3] at x[-3] + Remove v[-2] = h[2] x[-2] at x[-2] + Remove v[-1] = h[1] x[-1] at x[-1] + Calculate v[ 0] = h[0] x[ 0] at x[ 0] + + Calculate v[ 1] = h[3] x[ 1] at x[ 1] + Calculate v[ 2] = h[2] x[ 2] at x[ 2] + Calculate v[ 3] = h[1] x[ 3] at x[ 3] + Calculate v[ 4] = h[0] x[ 4] + h[4] x[0] at x[ 4] + + Calculate v[ 5] = h[3] x[ 5] + h[7] x[1] at x[ 5] + Calculate v[ 6] = h[2] x[ 6] + h[6] x[2] at x[ 6] + Calculate v[ 7] = h[1] x[ 7] + h[5] x[3] at x[ 7] + Calculate v[ 8] = h[0] x[ 8] + h[4] x[4] + h[ 8] x[0] at x[ 8] + + Calculate v[ 9] = h[3] x[ 9] + h[7] x[5] + h[11] x[1] at x[ 9] + Calculate v[10] = h[2] x[10] + h[6] x[6] + h[10] x[2] at x[10] + Calculate v[11] = h[1] x[11] + h[5] x[7] + h[ 9] x[3] at x[11] + Calculate v[12] = h[0] x[12] + h[4] x[8] + h[ 8] x[4] at x[12] + + ==> Calculate y[m] at sum v[n - p] at x[n] for n = m * D and p = 3, 2, 1, 0 + + Ndown-1 + y[m] = sum v[m * D - p] + p = 0 + + with: + [n - p] [p] + v[n - 3] = lfilter(h[3, 7,11], [1], polyX[0]) + v[n - 2] = lfilter(h[2, 6,10], [1], polyX[1]) + v[n - 1] = lfilter(h[1, 5, 9], [1], polyX[2]) + v[n - 0] = lfilter(h[0, 4, 8], [1], polyX[3]) + """ + # Number of samples from x per poly phase in polyX, prepended with Ndown - 1 zeros. Prepend Ndown - 1 zeros + # to have first down sampled sample at m = 0 start at n = 0. + Nxp = (Ndown - 1 + len(x)) // Ndown + # Used number of samples from x + Nx = 1 + Ndown * (Nxp - 1) + a = [1.0] + + # Polyphase implementation to avoid calculating values that are removed + # coefs = [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11] + # polyCoefs = [[ 3, 7, 11], + # [ 2, 6, 10], + # [ 1, 5, 9], + # [ 0, 4, 8]]) + pfs = PolyPhaseFirFilterStructure(Ndown, coefs, commutator='down') + polyCoefs = pfs.polyCoefs + + # Poly phases for data + # . Use polyX for whole data signal x with Nx samples, instead of pfs.polyDelays for pfs.Ntaps, to be able to use + # signal.lfilter() and to be able to prepend Ndown - 1 zeros + polyX = np.zeros(Ndown * Nxp) + polyX[Ndown - 1] = x[0] # prepend x with Ndown - 1 zeros + polyX[Ndown:] = x[1 : Nx] + polyX = polyX.reshape(Nxp, Ndown).T + polyY = np.zeros((Ndown, Nxp)) + + # Filter x per polyphase, index p = 0, 1, .., Ndown - 1 is the commutator in [Figure 10.14, 10.22 in LYONS, 3.29 + # HARRIS] + for p in range(Ndown): + polyY[p] = signal.lfilter(polyCoefs[p], a, polyX[p]) + y = np.sum(polyY, axis=0) + + if verify: + # Inefficient down sampling implementation with calculating values that are removed + yVerify = np.zeros(Ndown * Nxp) + yVerify[0 : Nx] = signal.lfilter(coefs, a, x[0 : Nx]) # LPF + yVerify = yVerify.reshape(Nxp, Ndown).T # poly phases + yVerify = yVerify[0] # downsample + if np.allclose(y, yVerify, rtol=c_rtol, atol=c_atol): + print('PASSED: correct downsample result') + else: + print('ERROR: wrong downsample result') + + print('> downsample():') + print('. len(x) = ' + str(len(x))) + print('. Ndown = ' + str(Ndown)) + print('. Nx = ' + str(Nx)) + print('. Nxp = ' + str(Nxp)) + print('. len(y) = ' + str(len(y))) # = Nxp + print('') + return y + + +def resample(x, Nup, Ndown, coefs, verify=False): # interpolate and decimate by Nup / Ndown + """Resample x by factor I / D = Nup / Ndown + + x[n] --> Nup --> v[m] --> LPF --> w[m] --> Ndown --> y[k] + + The w[m] is the result of upsampling x[n] by Nup. The LPF has narrowed the pass band to suit both Nup and Ndown. + Therefore the downsampling by Ndown implies that only one in every Ndown samples of w[m] needs to be calculated + to get y[k] = w[k * D]. Hence resampling by Nup / Ndown takes less processing than upsampling when Ndown > 1. + + Poly phases in up and down sampling: + The upsampling structure outputs the interpolated samples via the separate output phases. The same input sequence + x is used to calculate all Nup phases, whereby each phase uses a different set of coefficients from the LPF. + The downsampling structure sums the Ndown phases to output the decimated samples. Each phase uses a different set + of coefficients from the LPF to filter Ndown delay phases of the input sequence x. + + Resampling is upsampling with down sampling by phase selection + The resampling is done by first upsampling and then downsampling, because then only one shareed LPF is needed. + For upsampling an LPF is always needed, because it has to construct the inserted Nup - 1 zero values. For + downsampling the LPF of the upsampling already has restricted the input band width (BW), provided that the LPF + has BW < fNyquist / I and BW < fNyquist / D. The downsampling therefore does not need an LPF and reduces to + selecting appropriate output phase of the upsampler. The upsampler then only needs to calculate the output phase + that will be used by the downsampler, instead of calculating all output phases. + + Input: + . x: Input signal x[n] + . Nup: upsample (interpolation) factor + . Ndown: downsample (decimation) factor + . coefs: FIR filter coefficients for antialiasing LPF + . verify: when True then verify that output y is the same when calculated directly or when calculated using the + polyphase implementation. + Return: + . y: Resampled output signal y[m] + + + Assumptions: + . x[n] = 0 for n < 0 + . k = m // D = (n * I) // D, so first resampled output sample starts at k = 0 based on n = 0 + . no y[k] for k < 0 + . insert I - 1 zeros after each x[n] to get v[m], so len(v) = len(y) = I * len(x) + . use coefs as anti aliasing filter, must be LPF with BW < fNyquist / I and BW < fNyquist / D + . len(coefs) typically is multiple of Nup. If shorter, then the coefs are extended with zeros. + + Remarks: + . The group delay is the same as for the upsampler, because the downsampling has no additional filtering. + """ + Nx = len(x) + Nv = Nup * Nx + a = [1.0] + Nyp = (Nv + Ndown - 1) // Ndown # Number of samples from v, per poly phase in polyY + Ny = 1 + Ndown * (Nyp - 1) # Used number of samples from v + + # Upsampling with LPF + w = upsample(x, Nup, coefs, verify=False) + # Downsampling selector + # This model is not efificent, because the upsample() has calculated all Nup phases, whereas it only needs to + # calculate the phase that is selected by the downsampling. However, it is considered not worth the effort to + # make the model more efficient, because then only parts of lfilter() in upsample() need to be calulated, so + # then lfilter() needs to be implemented manually and possibly in a for loop {section 3.3.4 HARRIS]. + downSelect = np.arange(0, Nyp) * Ndown + y = w[downSelect] + + if verify: + # Inefficient implementation + # . Upsampling with multiply by zero values + v = np.zeros((Nup, Nx)) # poly phases + v[0] = x + v = v.T.reshape(1, Nup * Nx)[0] # upsample + # . LPF + w = signal.lfilter(coefs, a, v) + # . Downsampling with calculating values that are removed + yVerify = np.zeros(Ndown * Nyp) + yVerify[0 : Ny] = w[0 : Ny] + yVerify = yVerify.reshape(Nyp, Ndown).T # poly phases + yVerify = yVerify[0] # downsample + + if np.allclose(y, yVerify, rtol=c_rtol, atol=c_atol): + print('PASSED: correct resample result') + else: + print('ERROR: wrong resample result') + + print('> resample():') + print('. len(x) = ' + str(len(x))) + print('. Nx = ' + str(Nx)) + print('. len(v) = ' + str(len(v))) + print('. Ny = ' + str(Ny)) + print('. Nyp = ' + str(Nyp)) + print('. len(y) = ' + str(len(y))) + print('') + return y diff --git a/applications/lofar2/model/rtdsp/plotting.py b/applications/lofar2/model/rtdsp/plotting.py new file mode 100644 index 0000000000000000000000000000000000000000..3df4e24231d29fc2a03891b2322e23cab1c47dbb --- /dev/null +++ b/applications/lofar2/model/rtdsp/plotting.py @@ -0,0 +1,285 @@ +#! /usr/bin/env python3 +############################################################################### +# +# Copyright 2024 +# ASTRON (Netherlands Institute for Radio Astronomy) <http://www.astron.nl/> +# P.O.Box 2, 7990 AA Dwingeloo, The Netherlands +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +############################################################################### + +# Author: Eric Kooistra +# Purpose: Plotting functions for DSP +# Description: +# +# References: +# [1] dsp_study_erko.txt +# [2] https://github.com/chipmuenk/dsp/blob/main/notebooks/02_LTF/LTF-IIR-allgemein.ipynb + +import numpy as np +from scipy import signal +import matplotlib.pyplot as plt +from mpl_toolkits.axes_grid1 import make_axes_locatable +import dsp_fpga_lib # from [2] +from .utilities import pow_db + + +def plot_time_response(h, title='', color='r', markers=False): + """Plot time response (= impulse response, window, FIR filter coefficients). + + Input: + . h: time response + . title: plot title + . color: curve color format character + . markers: when True plot time sample markers in curve + """ + if markers: + plt.plot(h, color + '-', h, color + 'o') + else: + plt.plot(h, color + '-') + if title: + plt.title(title) + else: + plt.title('Time response') + plt.ylabel('Voltage') + plt.xlabel('Sample') + plt.grid(True) + + +def plot_iir_filter_analysis(b, a, fs=1, whole=False, Ntime=100, step=False, log=False, show=[]): + """Plot and print iir filter analysis results. + + Input: + . b, a: IIR filter coefficients in same format as for scipy.signal.freqz + . fs: sample frequency + . whole: False to have only positive frequencies, so 0 to fs / 2 in + spectrum plots, True to have 0 to fs. + . Ntime: number of timesamples for impulse response + . step: False for impulse response, True for step response + . show[]: which plots to show from: 'zplane', 'power spectrum', + 'phase spectrum', 'time response' + + Return: z, p, k + """ + + # Plot poles / zeros diagram in z-plane + if 'zplane' in show: + fig1, ax1 = plt.subplots(1) + ax1.set_title('Zeros (o) and poles (x) in z-plane') + z, p, k = dsp_fpga_lib.zplane(b, a, plt_ax=ax1) # uses np.roots(a), np.roots(b) + else: + z, p, k = dsp_fpga_lib.zplane(b, a) # no plot, only calculate z, p, k + + if log: + print('plot_iir_filter_analysis()') + print('Zeros, poles and gain from b, a coefficients:') + if len(z) > 0: + print('. zeros:') + for zero in z: + print(' z = %s' % str(zero)) + if len(p) > 0: + print('. poles:') + for pole in p: + print(' p = %s' % str(pole)) + print('. gain: k = %.3f' % k) + + # Derive b, a coefficients back from z, p, k + print('Coefficients back from z, p, k:') + print(' b = %s' % str(np.poly(z))) + print(' a = %s' % str(np.poly(p) / k)) + print('') + + # Plot transfer function H(f), is H(z) for z = exp(j w), so along the unit circle + # . 0 Hz at 1 + 0j, fs / 4 at 0 + 1j, fNyquist = fs / 2 at -1 + 0j + # . use whole=False to have only positive frequencies, so 0 to fs / 2 + # . use Nfreq frequency points + if 'power spectrum' in show or 'phase spectrum' in show: + Nfreq = 1024 + [f, HF] = signal.freqz(b, a, Nfreq, whole=whole, fs=fs) + if 'power spectrum' in show: + fig2, ax2 = plt.subplots(1) + ax2.plot(f, pow_db(HF)) + ax2.set_title('Power spectrum') + ax2.set_xlabel('frequency [fs = %f]' % fs) + ax2.set_ylabel('HF power [dB]') + + if 'phase spectrum' in show: + fig3, ax3 = plt.subplots(1) + ax3.plot(f, np.unwrap(np.angle(HF))) + ax3.set_title('Phase spectrum') + ax3.set_xlabel('frequency [fs = %f]' % fs) + ax3.set_ylabel('HF phase [rad]') + + # Plot impulse response + if 'time response' in show: + Ts = 1 / fs + fig4, ax4 = plt.subplots(1) + # impz uses signal.lfilter(), and cumsum(h) for step response + [h, t] = dsp_fpga_lib.impz(b, a, FS=fs, N=Ntime, step=step) + (ml, sl, bl) = ax4.stem(t, h, linefmt='b-', markerfmt='ro', basefmt='k') + if step: + ax4.set_title('Step response') + else: + ax4.set_title('Impulse response') + ax4.set_xlabel('time [Ts = %f]' % Ts) + ax4.set_ylabel('h[n]') + return z, p, k + + +def plot_spectra(f, HF, fs=1.0, fLim=None, dbLim=None): + """Plot spectra for power, magnitude, phase, real, imag + + Input: + . f: normalized frequency axis for HF (fs = 1) + . HF: spectrum, e.g. frequency transfer function HF = DTFT(h) + . fs: sample frequency in Hz, scale f by fs, fs >= 1 + """ + Hmag = np.abs(HF) + Hphs = np.unwrap(np.angle(HF)) + Hpow_dB = pow_db(HF) # power response + fn = f * fs + if fs > 1: + flabel = 'Frequency [fs / %d]' % fs + else: + flabel = 'Frequency [fs]' + + plt.figure(1) + plt.plot(fn, Hpow_dB) + plt.title('Power spectrum') + plt.ylabel('Power [dB]') + plt.xlabel(flabel) + if fLim: + plt.xlim(fLim) + if dbLim: + plt.ylim(dbLim) + plt.grid(True) + + plt.figure(2) + plt.plot(fn, HF.real, 'r') + plt.plot(fn, HF.imag, 'g') + plt.title('Complex voltage spectrum') + plt.ylabel('Voltage') + plt.xlabel(flabel) + plt.legend(['real', 'imag']) + if fLim: + plt.xlim(fLim) + plt.grid(True) + + plt.figure(3) + plt.plot(fn, Hmag) + plt.title('Magnitude spectrum') # = amplitude + plt.ylabel('Voltage') + plt.xlabel(flabel) + if fLim: + plt.xlim(fLim) + plt.grid(True) + + plt.figure(4) + plt.plot(fn, Hphs) + plt.title('Phase spectrum (note -1: pi = -pi)') + plt.ylabel('Phase [rad]') + plt.xlabel(flabel) + if fLim: + plt.xlim(fLim) + plt.grid(True) + + +def plot_power_spectrum(f, HF, fmt='r', fs=1.0, fLim=None, dbLim=None): + """Plot power spectrum + + Input: + . f: normalized frequency axis for HF (fs = 1) + . HF: spectrum, e.g. frequency transfer function HF = DTFT(h) + . fmt: curve format string + . fs: sample frequency in Hz, scale f by fs, fs >= 1 + """ + flabel = 'Frequency [fs = %f]' % fs + + plt.plot(f * fs, pow_db(HF), fmt) + plt.title('Power spectrum') + plt.ylabel('Power [dB]') + plt.xlabel(flabel) + if fLim: + plt.xlim(fLim) + if dbLim: + plt.ylim(dbLim) + plt.grid(True) + + +def plot_magnitude_spectrum(f, HF, fmt='r', fs=1.0, fLim=None, voltLim=None): + """Plot magnitude (= voltage) spectrum + + Input: + . f: normalized frequency axis for HF (fs = 1) + . HF: spectrum, e.g. frequency transfer function HF = DTFT(h) + . fmt: curve format string + . fs: sample frequency in Hz, scale f by fs, fs >= 1 + """ + flabel = 'Frequency [fs = %f]' % fs + + plt.plot(f * fs, np.abs(HF), fmt) + plt.title('Magnitude spectrum') + plt.ylabel('Voltage') + plt.xlabel(flabel) + if fLim: + plt.xlim(fLim) + if voltLim: + plt.ylim(voltLim) + plt.grid(True) + + +def plot_two_power_spectra(f1, HF1, name1, f2, HF2, name2, fs=1.0, fLim=None, dbLim=None, showRoll=False): + """Plot two power spectra in same plot for comparison + + Input: + . f1,f2: normalized frequency axis for HF1, HF2 (fs = 1) + . HF1, HF2: spectrum, e.g. frequency transfer function HF = DTFT(h) + . fs: sample frequency in Hz, scale f by fs, fs >= 1 + """ + if fs > 1: + flabel = 'Frequency [fs / %d]' % fs + else: + flabel = 'Frequency [fs]' + + if showRoll: + plt.plot(f1 * fs, pow_db(HF1), 'r', + f1 * fs, np.roll(pow_db(HF1), len(f1) // 2), 'r--', + f2 * fs, pow_db(HF2), 'b', + f2 * fs, np.roll(pow_db(HF2), len(f2) // 2), 'b--') + plt.legend([name1, '', name2, '']) + else: + plt.plot(f1 * fs, pow_db(HF1), 'r', + f2 * fs, pow_db(HF2), 'b') + plt.legend([name1, name2]) + plt.title('Power spectrum') + plt.ylabel('Power [dB]') + plt.xlabel(flabel) + if fLim: + plt.xlim(fLim) + if dbLim: + plt.ylim(dbLim) + plt.grid(True) + + +def plot_colorbar(plt): + # Work around using make_axes_locatable() to avoid: + # /tmp/ipykernel_9570/3561080291.py:12: MatplotlibDeprecationWarning: Auto-removal of grids by + # pcolor() and pcolormesh() is deprecated since 3.5 and will be removed two minor releases + # later; please call grid(False) first. + # Using plt.grid(False) is not sufficient to avoid the warning. + ax = plt.gca() + divider = make_axes_locatable(ax) + cax = divider.append_axes("right", size='5%', pad=0.1) + cax.grid(False) + plt.colorbar(cax=cax) diff --git a/applications/lofar2/model/rtdsp/utilities.py b/applications/lofar2/model/rtdsp/utilities.py new file mode 100644 index 0000000000000000000000000000000000000000..ea7862f2d4152b7d3dcf56330a70a118889d0550 --- /dev/null +++ b/applications/lofar2/model/rtdsp/utilities.py @@ -0,0 +1,111 @@ +#! /usr/bin/env python3 +############################################################################### +# +# Copyright 2024 +# ASTRON (Netherlands Institute for Radio Astronomy) <http://www.astron.nl/> +# P.O.Box 2, 7990 AA Dwingeloo, The Netherlands +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +############################################################################### + +# Author: Eric Kooistra +# Purpose: Utilities and functions for DSP +# Description: +# +# References: +# [1] dsp_study_erko.txt + +import numpy as np + +c_atol = 1e-15 +c_rtol = 1e-8 # 1/2**32 = 2.3e-10 + + +############################################################################### +# Utilities +############################################################################### + +def ceil_div(num, den): + """ Return integer ceil value of num / den """ + return int(np.ceil(num / den)) + + +def ceil_log2(num): + """ Return integer ceil value of log2(num) """ + return int(np.ceil(np.log2(num))) + + +def ceil_pow2(num): + """ Return power of 2 value that is equal or greater than num """ + return 2**ceil_log2(num) + + +def pow_db(volts): + """Voltage to power in dB""" + return 20 * np.log10(np.abs(volts) + c_atol) + + +def is_even(n): + """Return True if n is even, else False when odd. + + For all n in Z. + """ + return n % 2 == 0 + + +def is_odd(n): + """Return True if n is odd, else False when even. + + For all n in Z, because result of n % +2 is 0 or +1. + """ + return n % 2 == 1 + + +def is_symmetrical(x, anti=False): + """Return True when x[n] = +-x[N-1 - n], within tolerances, else False.""" + rtol = c_rtol + atol = np.min(np.abs(x[np.nonzero(x)])) * rtol + n = len(x) + h = n // 2 + if is_even(n): + if anti: + return np.allclose(x[0:h], np.flip(-x[h:]), rtol=rtol, atol=atol) + else: + return np.allclose(x[0:h], np.flip(x[h:]), rtol=rtol, atol=atol) + else: + if anti: + return np.allclose(x[0:h], np.flip(-x[h + 1:]), rtol=rtol, atol=atol) and np.abs(x[h]) < atol + else: + return np.allclose(x[0:h], np.flip(x[h + 1:]), rtol=rtol, atol=atol) + + +def read_coefficients_file(filepathname): + coefs = [] + with open(filepathname, 'r') as fp: + for line in fp: + if line.strip(): # skip empty line + s = int(line) # one coef per line + coefs.append(s) + return coefs + + +def one_bit_quantizer(x): + """Quantize 0 and positive x to +1 and negative x to -1.""" + return np.signbit(x) * -1 + 2 + + +def impulse_at_zero_crossing(x): + """Create signed impulse at zero crossings of x.""" + diff = np.diff(one_bit_quantizer(x)) + return np.concatenate((np.array([0]), diff)) diff --git a/applications/lofar2/model/rtdsp/windows.py b/applications/lofar2/model/rtdsp/windows.py new file mode 100644 index 0000000000000000000000000000000000000000..eaf59112491a0ca14bdb5cb681e67d5d345fce03 --- /dev/null +++ b/applications/lofar2/model/rtdsp/windows.py @@ -0,0 +1,74 @@ +#! /usr/bin/env python3 +############################################################################### +# +# Copyright 2024 +# ASTRON (Netherlands Institute for Radio Astronomy) <http://www.astron.nl/> +# P.O.Box 2, 7990 AA Dwingeloo, The Netherlands +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +############################################################################### + +# Author: Eric Kooistra +# Purpose: Window functions for DSP +# Description: +# +# References: +# [1] dsp_study_erko.txt + +import numpy as np + + +def raised_cosine_window(N, roBeta): + """Generate raised cosine shape window, where cosine is from -pi to pi + + Input: + . N: window length + . roBeta: Roll off factor in [0, 1.0] as fraction of N + Return: + . rcWin: Window with shape of roll up cos, flat top and roll off cos, + + """ + Ncos = int(roBeta * N) + Nro = Ncos // 2 + rcWin = np.ones(N) + if Nro > 0: + roCos = 0.5 + 0.5 * np.cos(2 * np.pi * (np.arange(Ncos) / Ncos - 0.5)) + ro = roCos[0:Nro] + rcWin[0:Nro] = ro + rcWin[-Nro:] = np.flip(ro) + return rcWin + + +def half_cosine_window(N, roBeta): + """Generate half cosine shape window, where cosine is from -pi/2 to pi/2 + + The roll up cos and roll down cos edges together have roBeta * N points, + the flat top in the center has (1 - roBeta) * N points. Hence roBeta = 0 + yields rectangular window and roBeta = 1 yields positive half cos window. + + Input: + . N: window length + . roBeta: Roll off (= ro) factor in [0, 1.0] as fraction of N + Return: + . cWin: Window with shape of roll up cos, flat top and roll off cos. + """ + Ncos = int(roBeta * N) + Nro = Ncos // 2 + cWin = np.ones(N) + if Nro > 0: + roCos = np.cos(np.pi * (np.arange(Ncos) / Ncos - 0.5)) + ro = roCos[0:Nro] + cWin[0:Nro] = ro + cWin[-Nro:] = np.flip(ro) + return cWin diff --git a/doc/erko_howto_tools.txt b/doc/erko_howto_tools.txt index 697a202c86ac3c63b25b9cdabdf698c07b37321a..3c806df7356b21cea387f96926e79bdebc40d317 100755 --- a/doc/erko_howto_tools.txt +++ b/doc/erko_howto_tools.txt @@ -497,6 +497,16 @@ ssh -L 3000:cs001c.control.lofar:80 kooistra@portal.lofar.eu http://localhost:30 http://cs001c.control.lofar/jupyter/lab/tree/notebooks/Demo_and_test_scripts/MN/aps_status_mn.ipynb +> SDPTR flash firmware from notebook on L2TS: +image tot 29 mei 2024: 2024-02-22T10.29.57_dbc6375ef_lofar2_unb2c_sdp_station_full +sdptr/flash.config: USER_IMAGE_UNB2C=${UNB2_IMAGES}/lofar2_unb2c_sdp_station_full-d601da896.rbf = + 2024-03-02T18.27.19_d601da896_lofar2_unb2c_sdp_station_full + +http://cs001c.control.lofar/jupyter/lab/tree/notebooks/sdptr/test/notebooks + + +test/notebooks/read_firmware_version_example.ipynb + ******************************************************************************* * HDL images to keep on dop349 * . for lofar2_sdp and for disturb