diff --git a/applications/lofar2/model/pfb_os/multirate_mixer.ipynb b/applications/lofar2/model/pfb_os/multirate_mixer.ipynb index be91929ced45629a358414331a8f63f4ba5a0da8..8b630e831c5ca32e3a23a742445c606f7eaddf9d 100644 --- a/applications/lofar2/model/pfb_os/multirate_mixer.ipynb +++ b/applications/lofar2/model/pfb_os/multirate_mixer.ipynb @@ -2,6 +2,7 @@ "cells": [ { "cell_type": "markdown", + "id": "93474f68", "metadata": {}, "source": [ "# Multirate mixer\n", @@ -20,6 +21,7 @@ { "cell_type": "code", "execution_count": 1, + "id": "8043fa7b", "metadata": {}, "outputs": [], "source": [ @@ -32,6 +34,7 @@ { "cell_type": "code", "execution_count": 2, + "id": "fc530dbc", "metadata": {}, "outputs": [], "source": [ @@ -47,7 +50,7 @@ " sys.path.insert(0, module_path)\n", "\n", "# Import rtdsp\n", - "from rtdsp.utilities import verify_result, is_integer_value, is_symmetrical, pow_db\n", + "from rtdsp.utilities import ceil_div, verify_result, is_integer_value, is_symmetrical, pow_db\n", "from rtdsp.firfilter import filterbank_frequency_response\n", "from rtdsp.fourier import dtft\n", "from rtdsp.multirate import down, up, maximal_downsample_bpf, non_maximal_downsample_bpf\n", @@ -56,6 +59,7 @@ }, { "cell_type": "markdown", + "id": "fbf4bf7b", "metadata": {}, "source": [ "# 0 Time, bins and rates" @@ -64,6 +68,7 @@ { "cell_type": "code", "execution_count": 3, + "id": "358b930c", "metadata": {}, "outputs": [ { @@ -75,7 +80,9 @@ "\n", "Ros = 4/3\n", ". Ndown = 12\n", - ". Ndft = 16\n" + ". Ndft = 16\n", + "\n", + "Nsim = 24\n" ] } ], @@ -91,6 +98,10 @@ "wgPhase = 30.0 # in degrees\n", "print('wgSub =', wgSub)\n", "\n", + "# Additive Gaussian White Noise (AGWN), use SNR_WG_dB >= 100 to have only WG carrier,\n", + "# so no noise and SNR = +inf\n", + "SNR_WG_dB = 100\n", + "\n", "# Mixer LO bin\n", "kLo = int(np.round(wgSub))\n", "print('kLo =', kLo)\n", @@ -102,12 +113,21 @@ "print()\n", "print('Ros =', Ros)\n", "print('. Ndown =', Ndown)\n", - "print('. Ndft =', Ndft)" + "print('. Ndft =', Ndft)\n", + "\n", + "# Time in number of subband periods to simulate, use small Nsim for more detail in point plots,\n", + "# use large Nsim for more accurracy in SNR estimates. Force Nsim as multiple of Ndown to avoid\n", + "# mismatch in array lengths.\n", + "Nsim = ceil_div(2 * Ntaps, Ndown) * Ndown\n", + "#Nsim = ceil_div(20 * Ntaps, Ndown) * Ndown\n", + "print()\n", + "print('Nsim =', Nsim)" ] }, { "cell_type": "code", "execution_count": 4, + "id": "e5680c7b", "metadata": {}, "outputs": [], "source": [ @@ -119,6 +139,7 @@ { "cell_type": "code", "execution_count": 5, + "id": "74ca764f", "metadata": {}, "outputs": [], "source": [ @@ -134,13 +155,11 @@ { "cell_type": "code", "execution_count": 6, + "id": "786af296", "metadata": {}, "outputs": [], "source": [ "# Time\n", - "# . number of subband periods to simulate \n", - "Nsim = 15\n", - "\n", "# . number input samples to simulate \n", "Nsamples = Nsim * Ndft\n", "# . input time index n for up rate\n", @@ -158,6 +177,7 @@ }, { "cell_type": "markdown", + "id": "8cd835d6", "metadata": {}, "source": [ "# 1 Prototype FIR low pass filter" @@ -166,6 +186,7 @@ { "cell_type": "code", "execution_count": 7, + "id": "1bb76ada", "metadata": {}, "outputs": [ { @@ -195,11 +216,12 @@ { "cell_type": "code", "execution_count": 8, + "id": "6ebc94aa", "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>" ] @@ -218,17 +240,19 @@ }, { "cell_type": "markdown", + "id": "4d9b4324", "metadata": {}, "source": [] }, { "cell_type": "code", "execution_count": 9, + "id": "3abeee86", "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>" ] @@ -238,7 +262,7 @@ }, { "data": { - "image/png": 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\n", + "image/png": 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\n", "text/plain": [ "<Figure size 700x400 with 1 Axes>" ] @@ -278,6 +302,7 @@ }, { "cell_type": "markdown", + "id": "ce7e672e", "metadata": {}, "source": [ "# 2 Generate input data" @@ -286,6 +311,7 @@ { "cell_type": "code", "execution_count": 10, + "id": "e74340e4", "metadata": {}, "outputs": [], "source": [ @@ -301,48 +327,38 @@ { "cell_type": "code", "execution_count": 11, + "id": "bd2add56", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "powCarriers = 0.500000\n", - "powNoise = 0.000000\n", - "SNR = 100.697035 dB\n" - ] - } - ], + "outputs": [], "source": [ - "# Additive Gaussian White Noise (AGWN)\n", - "SNR_dB = 100 # signal to noise ratio between one carrier and the noise\n", + "# Add AGWN when SNR_WG_dB < 100\n", "seed = None\n", "seed = 1\n", "rng = np.random.default_rng(seed)\n", "mu = 0.0\n", - "sigma = wgAmpl * np.sqrt(0.5) / 10**(SNR_dB / 20)\n", + "sigma = wgAmpl * np.sqrt(0.5) / 10**(SNR_WG_dB / 20)\n", "noise = rng.normal(mu, sigma, Nsamples)\n", - "if SNR_dB < 100:\n", + "if SNR_WG_dB < 100:\n", " xData += noise\n", - "\n", - "# Check SNR, each extra carrie adds 3 dB\n", - "powCarriers = np.sum(xData**2) / Nsamples\n", - "powNoise = np.sum(noise**2) / Nsamples\n", - "snr_db = 10 * np.log10(powCarriers / powNoise)\n", - "print('powCarriers = %f' % powCarriers)\n", - "print('powNoise = %f' % powNoise)\n", - "print('SNR = %f dB' % snr_db)" + " # Check SNR\n", + " powCarrier = np.sum(xData**2) / Nsamples\n", + " powNoise = np.sum(noise**2) / Nsamples\n", + " snrWg_db = 10 * np.log10(powCarrier / powNoise)\n", + " print('powCarrier = %f' % powCarrier)\n", + " print('powNoise = %f' % powNoise)\n", + " print('snrWg_db = %f dB' % snrWg_db)" ] }, { "cell_type": "code", "execution_count": 12, + "id": "7106ad3f", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "[<matplotlib.lines.Line2D at 0x254f44c8760>]" + "[<matplotlib.lines.Line2D at 0x7f6db65c8bb0>]" ] }, "execution_count": 12, @@ -351,7 +367,7 @@ }, { "data": { - "image/png": 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\n", 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\n", "text/plain": [ "<Figure size 700x400 with 1 Axes>" ] @@ -366,6 +382,7 @@ }, { "cell_type": "markdown", + "id": "c6f01b91", "metadata": {}, "source": [ "# 3 Single channel downconverter" @@ -373,6 +390,7 @@ }, { "cell_type": "markdown", + "id": "0ad89dcf", "metadata": {}, "source": [ "# 3.1 Full rate: LO --> LPF --> D\n", @@ -383,6 +401,7 @@ { "cell_type": "code", "execution_count": 13, + "id": "da53b25e", "metadata": {}, "outputs": [], "source": [ @@ -394,12 +413,13 @@ { "cell_type": "code", "execution_count": 14, + "id": "9acf0ec2", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "<matplotlib.legend.Legend at 0x254f42fcf40>" + "<matplotlib.legend.Legend at 0x7f6db635d3d0>" ] }, "execution_count": 14, @@ -408,7 +428,7 @@ }, { "data": { - "image/png": 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\n", 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\n", "text/plain": [ "<Figure size 700x400 with 1 Axes>" ] @@ -436,6 +456,7 @@ }, { "cell_type": "markdown", + "id": "6433c3f4", "metadata": {}, "source": [ "## 3.2 LO at downsampled rate: BPF --> D --> LOdown\n", @@ -448,6 +469,7 @@ { "cell_type": "code", "execution_count": 15, + "id": "eece2793", "metadata": {}, "outputs": [ { @@ -472,6 +494,7 @@ { "cell_type": "code", "execution_count": 16, + "id": "b8036250", "metadata": {}, "outputs": [ { @@ -516,6 +539,7 @@ { "cell_type": "code", "execution_count": 17, + "id": "0663df66", "metadata": {}, "outputs": [], "source": [ @@ -531,6 +555,7 @@ { "cell_type": "code", "execution_count": 18, + "id": "3a039428", "metadata": {}, "outputs": [ { @@ -555,6 +580,7 @@ }, { "cell_type": "markdown", + "id": "589b5e1e", "metadata": {}, "source": [ "## 3.3 BPF and LO at downsampled rate: D --> poly BPF --> LOdown\n", @@ -564,6 +590,7 @@ }, { "cell_type": "markdown", + "id": "6d43919d", "metadata": {}, "source": [ "### 3.3.1 Maximally downsampled (= critically sampled)" @@ -572,6 +599,7 @@ { "cell_type": "code", "execution_count": 19, + "id": "327236c2", "metadata": {}, "outputs": [ { @@ -599,6 +627,7 @@ }, { "cell_type": "markdown", + "id": "c154ebe1", "metadata": {}, "source": [ "### 3.3.2 Non-maximally downsampled (= oversampled)" @@ -607,6 +636,7 @@ { "cell_type": "code", "execution_count": 20, + "id": "aefa8615", "metadata": {}, "outputs": [ { @@ -614,10 +644,10 @@ "output_type": "stream", "text": [ "> non_maximal_downsample_bpf():\n", - " . len(x) = 240\n", - " . Nx = 229\n", - " . Nblocks = 20\n", - " . len(yc) = 20\n", + " . len(x) = 384\n", + " . Nx = 373\n", + " . Nblocks = 32\n", + " . len(yc) = 32\n", " . Ndown = 12\n", " . Ndft = 16\n", " . k = 1\n", @@ -628,7 +658,7 @@ { "data": { "text/plain": [ - "[<matplotlib.lines.Line2D at 0x254f30a1790>]" + "[<matplotlib.lines.Line2D at 0x7f6db4a4cbb0>]" ] }, "execution_count": 20, @@ -637,7 +667,7 @@ }, { "data": { - "image/png": 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\n", 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\n", "text/plain": [ "<Figure size 700x400 with 1 Axes>" ] @@ -662,42 +692,55 @@ }, { "cell_type": "markdown", + "id": "06e66708", "metadata": {}, "source": [] }, { "cell_type": "code", - "execution_count": 25, + "execution_count": 21, + "id": "f814c9b9", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "wgSub = 1.0\n", - "cwPhase = 29.998728, diffPhase = 0.001272 (SNR = 57.9 dB)\n", + "wgSub = 1.0, SNR_WG_dB = 100.0 dB, Nsim = 24 [Tsub]\n", + "cwPhase = 29.994, diffPhase = 0.006, phaseMargin = 0.010 [deg], snrPhase_dB = 44.9 dB\n", "PASSED\n" ] } ], "source": [ - "print('wgSub =', wgSub)\n", + "print('wgSub = %.1f, SNR_WG_dB = %.1f dB, Nsim = %d [Tsub]' % (wgSub, SNR_WG_dB, Nsim))\n", "if wgSubIsInt: \n", " # The phaseMargin >> c_atol, because it depends on the stop band attenuation of the\n", " # hPrototype LPF. This is because the LO downconverts the positive frequency band\n", " # of the WG cos() wave, so the negative frequency band will appear in the stop band.\n", - " phaseMargin = 0.005\n", - " cwPhase = np.angle(yDownBpfLo[-1], deg=True)\n", - " diffPhase = wgPhase - cwPhase\n", - " snrPhase = pow_db(1 / diffPhase)\n", - " print('cwPhase = %f, diffPhase = %f (SNR = %.1f dB)' % (cwPhase, diffPhase, snrPhase))\n", - " result = np.isclose(wgPhase, cwPhase, atol=phaseMargin)\n", - " verify_result(result)" + " if SNR_WG_dB < 100: \n", + " # Determine some appropriate phase margin dependent on SNR.\n", + " phaseMargin = 360 / 10**(SNR_WG_dB / 20)\n", + " else:\n", + " # Use fixed approriate phase margin for carrier only, so with no AWGN.\n", + " phaseMargin = 0.01\n", + " # Only check phase margin when it can be averaged over at least Ntaps number of subband periods\n", + " if Nsim >= 2 * Ntaps:\n", + " cwPhase = np.mean(np.angle(yDownBpfLo[Ntaps:], deg=True))\n", + " diffPhase = np.abs(wgPhase - cwPhase)\n", + " snrPhase_dB = pow_db(1 / diffPhase)\n", + " print('cwPhase = %.3f, diffPhase = %.3f, phaseMargin = %.3f [deg], snrPhase_dB = %.1f dB' %\n", + " (cwPhase, diffPhase, phaseMargin, snrPhase_dB))\n", + " result = np.isclose(wgPhase, cwPhase, atol=phaseMargin)\n", + " verify_result(result)\n", + " else:\n", + " print('No snrPhase_dB estimate feasible.')" ] }, { "cell_type": "code", "execution_count": null, + "id": "6039030e", "metadata": {}, "outputs": [], "source": [] @@ -719,7 +762,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.8.5" + "version": "3.8.10" } }, "nbformat": 4,