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 cbca3868a8bdd2604dcd9aef2efe2b9886d21873..5e667d113e7612223954a3d2020ef2eb01bc2292 100644 --- a/applications/lofar2/model/pfb_os/square_root_nyquist_filter.ipynb +++ b/applications/lofar2/model/pfb_os/square_root_nyquist_filter.ipynb @@ -80,7 +80,7 @@ { "cell_type": "code", "execution_count": 23, - "id": "6994d8ee", + "id": "4b2b04d9", "metadata": {}, "outputs": [ { @@ -88,6 +88,7 @@ "output_type": "stream", "text": [ ". Ntaps = 97\n", + ". groupDelay = 48\n", ". Tsymbol = 4\n", ". beta = 0.200000\n" ] @@ -99,12 +100,14 @@ "Tsymbol = 4 # is number of samples per symbols\n", "fSymbol = 1 / Tsymbol\n", "beta = 0.2 # roll-off factor, in [0, 1], but for remez() use < 0.5\n", + "groupDelay = (Ntaps - 1) // 2\n", "\n", "# . Use fs = 1 / fSymbol = Tsymbol to normalize fSymbol = 1 in plot like in [2], so fs = Tsymbol in plot\n", "fs = Tsymbol\n", "fNyquist = fs / 2\n", "\n", "print('. Ntaps = %d' % Ntaps)\n", + "print('. groupDelay = %d' % groupDelay)\n", "print('. Tsymbol = %d' % Tsymbol)\n", "print('. beta = %f' % beta)" ] @@ -204,7 +207,7 @@ { "data": { "text/plain": [ - "<matplotlib.legend.Legend at 0x7fdca2b4df10>" + "<matplotlib.legend.Legend at 0x7f676d193e20>" ] }, "execution_count": 26, @@ -271,7 +274,7 @@ }, { "cell_type": "code", - "execution_count": 27, + "execution_count": 39, "id": "dfc5651a", "metadata": {}, "outputs": [ @@ -296,11 +299,17 @@ "fpass = (1 - beta) / 2 # pass band cut off frequency\n", "fcenter = 1 / 2 # center frequency of transition band\n", "fstop = (1 + beta) / 2 # stop band frequency\n", + "\n", + "# Gain at center of transition band\n", + "gain = 0.5\n", + "srGain = np.sqrt(gain)\n", + "\n", "# weight pass band ripple versus stop band ripple, and of zero width interval in the transition band\n", "weight = [2.4535, 1, 1]\n", "weight = [1, 1, 1]\n", - "hRemez = signal.remez(Ntaps, [0, fpass, fcenter, fcenter, fstop, fs / 2], [1, 0.5, 0], weight, fs=fs)\n", - "hRemezRoot = signal.remez(Ntaps, [0, fpass, fcenter, fcenter, fstop, fs / 2], [1, 0.5**0.5, 0], weight, fs=fs)\n", + "\n", + "hRemez = signal.remez(Ntaps, [0, fpass, fcenter, fcenter, fstop, fs / 2], [1, gain, 0], weight, fs=fs)\n", + "hRemezRoot = signal.remez(Ntaps, [0, fpass, fcenter, fcenter, fstop, fs / 2], [1, srGain, 0], weight, fs=fs)\n", "\n", "print('. fs = %f' % fs)\n", "print('. fNyquist = %f' % fNyquist)\n", @@ -315,7 +324,7 @@ { "cell_type": "code", "execution_count": 28, - "id": "1f488200", + "id": "5198d0ac", "metadata": {}, "outputs": [ { @@ -369,7 +378,7 @@ { "data": { "text/plain": [ - "<matplotlib.legend.Legend at 0x7fdca2bfb130>" + "<matplotlib.legend.Legend at 0x7f676ed5dfd0>" ] }, "execution_count": 30, @@ -401,17 +410,17 @@ }, { "cell_type": "code", - "execution_count": 40, - "id": "d3ccbf04", + "execution_count": 31, + "id": "71874458", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "<matplotlib.legend.Legend at 0x7fdca46e2430>" + "<matplotlib.legend.Legend at 0x7f676d3baac0>" ] }, - "execution_count": 40, + "execution_count": 31, "metadata": {}, "output_type": "execute_result" }, @@ -427,7 +436,7 @@ } ], "source": [ - "# Compare transfer function of Square root Raised cosine and Remez sqrt(0.5) center gain\n", + "# Compare transfer function of Square root Raised cosine and Remez sqrt() center gain\n", "fLim = None\n", "fLim = (0, 1)\n", "dbLim = None\n", @@ -442,122 +451,50 @@ }, { "cell_type": "markdown", - "id": "22166964", + "id": "1eecd83f", "metadata": {}, "source": [ - "# 3. Inter symbol interference (ISI)\n", + "# 3. Pulse shaped signal and inter symbol interference (ISI)\n", "\n", - "* The impulse responses and also the square root responses have near zero ISI" + "* For hRc with fcenter gain = 0.5 by definition, there is zero ISI (~-300 dB)\n", + "* For hRemez and fcenter gain = 0.5 there is near zero ISI.\n", + "* For hSrRc and hRemezRoot there is significant more ISI, because the fcenter gain is sqrt(0.5).\n", + "* For hRemez is possible to change the fcenter gain != 0.5 and that increases the ISI (as expected from [5])" ] }, { "cell_type": "code", "execution_count": 32, - "id": "ca6a6c5b", + "id": "9d54f740", "metadata": {}, "outputs": [], "source": [ - "# LPF impulse response weights the symbol value\n", - "hResponses = [hRc, hSrRc, hRemez, hRemezRoot]\n", - "hNames = ['hRc', 'hSrRc', 'hRemez', 'hRemezRoot']" + "h = hRc\n", + "#h = hSrRc\n", + "h = hRemez\n", + "#h = hRemezRoot\n", + "hLevel = np.max(h)" ] }, { "cell_type": "code", "execution_count": 33, - "id": "360f4b5f", + "id": "aaf29b71", "metadata": {}, "outputs": [], "source": [ "# Input data bits\n", "Nsymbols = 100\n", - "data = 2 * np.round(rng.uniform(0.0, 1.0, Nsymbols)) - 1 # random data\n", - "#data = np.ones(Nsymbols) # constant all ones data" + "# random data\n", + "data = 2 * np.round(rng.uniform(0.0, 1.0, Nsymbols)) - 1\n", + "# constant all ones data\n", + "#data = np.ones(Nsymbols)" ] }, { "cell_type": "code", "execution_count": 34, - "id": "f2a14ccb", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Distortion: std(ISI) / max(h):\n", - ". hRc : -64.8 [dB]\n", - ". hSrRc : -55.9 [dB]\n", - ". hRemez : -70.4 [dB]\n", - ". hRemezRoot: -62.4 [dB]\n" - ] - }, - { - "data": { - "text/plain": [ - "(-0.01, 0.01)" - ] - }, - "execution_count": 34, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "<Figure size 700x400 with 1 Axes>" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# Sum responses of Nsymbols random +-1 data values in time\n", - "N = Ntaps + (Nsymbols - 1) * Tsymbol\n", - "dataSymbols = np.zeros(N)\n", - "print('Distortion: std(ISI) / max(h):')\n", - "for hi, h in enumerate(hResponses):\n", - " for n in range(Nsymbols):\n", - " dataSymbols[n * Tsymbol : n * Tsymbol + Ntaps] = h * data[n]\n", - " # signal level at perfect symbol timing\n", - " hMax = np.max(h)\n", - " # intersymbol interference level at symbol timing\n", - " isiStd = np.std(dataSymbols[0:(Nsymbols - 1) * Tsymbol])\n", - " print('. %-10s: %5.1f [dB]' % (hNames[hi], dsp.pow_db(isiStd / hMax)))\n", - " \n", - "# Plot dataSymbols to show near zero ISI at symbol timing\n", - "plt.plot(dataSymbols)\n", - "plt.title('ISI level at data symbols')\n", - "plt.ylim(-0.01, 0.01)" - ] - }, - { - "cell_type": "markdown", - "id": "555782c6", - "metadata": {}, - "source": [ - "# 4. Pulse shaped signal" - ] - }, - { - "cell_type": "code", - "execution_count": 35, - "id": "0aace1f4", - "metadata": {}, - "outputs": [], - "source": [ - "# Input data bits\n", - "Nsymbols = 100\n", - "data = 2 * np.round(rng.uniform(0.0, 1.0, Nsymbols)) - 1 # random data\n", - "data = np.ones(Nsymbols) # all ones data" - ] - }, - { - "cell_type": "code", - "execution_count": 36, - "id": "6b1c261f", + "id": "d4eb4d31", "metadata": {}, "outputs": [], "source": [ @@ -572,23 +509,45 @@ }, { "cell_type": "code", - "execution_count": 37, - "id": "3371a035", + "execution_count": 35, + "id": "e9f02eea", "metadata": {}, "outputs": [ { "data": { + "image/png": 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\n", "text/plain": [ - "Text(0.5, 1.0, 'Data signal of data symbols')" + "<Figure size 700x400 with 1 Axes>" ] }, - "execution_count": 37, "metadata": {}, - "output_type": "execute_result" - }, + "output_type": "display_data" + } + ], + "source": [ + "# Output data signal\n", + "outputSignal = signal.lfilter(h, [1.0], dataPulses)\n", + "\n", + "# Expected output pulse levels\n", + "outputPulses = dataPulses * hLevel\n", + "outputPulses = np.roll(outputPulses, groupDelay) # align with output outputSignal\n", + "outputPulses[0:groupDelay] = 0\n", + "\n", + "# Plot dataSignal to show constant overlap add (COLA) when data is all ones\n", + "plt.plot(outputSignal, 'r')\n", + "plt.plot(outputPulses, '--')\n", + "plt.title('Output data signal with expected symbol levels');" + ] + }, + { + "cell_type": "code", + "execution_count": 36, + "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>" ] @@ -598,55 +557,77 @@ } ], "source": [ - "# Data signal\n", - "dataSignal = signal.lfilter(hRc, [1.0], dataPulses)\n", + "# Decoded signal\n", + "decodedSignal = outputSignal[outputPulses != 0]\n", + "expectedSignal = outputPulses[outputPulses != 0]\n", "\n", - "# Plot dataSignal to show constant overlap add (COLA) when data is all ones\n", - "plt.plot(dataSignal)\n", - "plt.title('Data signal of data symbols')" + "plt.plot(decodedSignal, 'r')\n", + "plt.plot(expectedSignal, 'b--')\n", + "plt.title('Decoded signal with expected symbol levels');" + ] + }, + { + "cell_type": "code", + "execution_count": 37, + "id": "52a96f00", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Distortion: isiStd / max(h) = -78.4 [dB]\n" + ] + } + ], + "source": [ + "# 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))" ] }, { "cell_type": "markdown", - "id": "461688fd", + "id": "6f71e2a5", "metadata": {}, "source": [ - "# Appendix" + "# x. Appendix" ] }, { "cell_type": "code", "execution_count": 38, - "id": "05e72133", + "id": "3b66226b", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "[-1. 0. 0. 0. -1. 0. 0. 0. 1. 0. 0. 0. -1. 0. 0. 0. 1. 0.\n", - " 0. 0. 1. 0. 0. 0. 1. 0. 0. 0. -1. 0. 0. 0. -1. 0. 0. 0.\n", - " 1. 0. 0. 0. -1. 0. 0. 0. -1. 0. 0. 0. -1. 0. 0. 0. -1. 0.\n", + "[-1. 0. 0. 0. 1. 0. 0. 0. -1. 0. 0. 0. -1. 0. 0. 0. 1. 0.\n", + " 0. 0. 1. 0. 0. 0. -1. 0. 0. 0. -1. 0. 0. 0. -1. 0. 0. 0.\n", + " -1. 0. 0. 0. 1. 0. 0. 0. -1. 0. 0. 0. 1. 0. 0. 0. -1. 0.\n", + " 0. 0. 1. 0. 0. 0. 1. 0. 0. 0. 1. 0. 0. 0. -1. 0. 0. 0.\n", + " 1. 0. 0. 0. -1. 0. 0. 0. -1. 0. 0. 0. 1. 0. 0. 0. -1. 0.\n", + " 0. 0. 1. 0. 0. 0. 1. 0. 0. 0. -1. 0. 0. 0. 1. 0. 0. 0.\n", + " 1. 0. 0. 0. -1. 0. 0. 0. 1. 0. 0. 0. -1. 0. 0. 0. 1. 0.\n", " 0. 0. 1. 0. 0. 0. -1. 0. 0. 0. 1. 0. 0. 0. -1. 0. 0. 0.\n", - " -1. 0. 0. 0. -1. 0. 0. 0. 1. 0. 0. 0. -1. 0. 0. 0. -1. 0.\n", - " 0. 0. 1. 0. 0. 0. -1. 0. 0. 0. -1. 0. 0. 0. 1. 0. 0. 0.\n", - " 1. 0. 0. 0. 1. 0. 0. 0. -1. 0. 0. 0. 1. 0. 0. 0. 1. 0.\n", + " -1. 0. 0. 0. -1. 0. 0. 0. 1. 0. 0. 0. 1. 0. 0. 0. -1. 0.\n", + " 0. 0. -1. 0. 0. 0. 1. 0. 0. 0. 1. 0. 0. 0. 1. 0. 0. 0.\n", + " -1. 0. 0. 0. -1. 0. 0. 0. 1. 0. 0. 0. 1. 0. 0. 0. -1. 0.\n", + " 0. 0. -1. 0. 0. 0. 1. 0. 0. 0. -1. 0. 0. 0. 1. 0. 0. 0.\n", + " 1. 0. 0. 0. 1. 0. 0. 0. -1. 0. 0. 0. 1. 0. 0. 0. -1. 0.\n", + " 0. 0. -1. 0. 0. 0. 1. 0. 0. 0. -1. 0. 0. 0. -1. 0. 0. 0.\n", + " -1. 0. 0. 0. 1. 0. 0. 0. 1. 0. 0. 0. 1. 0. 0. 0. -1. 0.\n", + " 0. 0. -1. 0. 0. 0. -1. 0. 0. 0. 1. 0. 0. 0. 1. 0. 0. 0.\n", + " -1. 0. 0. 0. 1. 0. 0. 0. -1. 0. 0. 0. -1. 0. 0. 0. -1. 0.\n", " 0. 0. 1. 0. 0. 0. -1. 0. 0. 0. -1. 0. 0. 0. 1. 0. 0. 0.\n", - " -1. 0. 0. 0. 1. 0. 0. 0. 1. 0. 0. 0. -1. 0. 0. 0. 1. 0.\n", + " -1. 0. 0. 0. 1. 0. 0. 0. 1. 0. 0. 0. -1. 0. 0. 0. -1. 0.\n", " 0. 0. -1. 0. 0. 0. 1. 0. 0. 0. 1. 0. 0. 0. -1. 0. 0. 0.\n", - " -1. 0. 0. 0. -1. 0. 0. 0. -1. 0. 0. 0. -1. 0. 0. 0. -1. 0.\n", - " 0. 0. 1. 0. 0. 0. -1. 0. 0. 0. -1. 0. 0. 0. -1. 0. 0. 0.\n", - " -1. 0. 0. 0. -1. 0. 0. 0. -1. 0. 0. 0. -1. 0. 0. 0. 1. 0.\n", - " 0. 0. -1. 0. 0. 0. 1. 0. 0. 0. 1. 0. 0. 0. -1. 0. 0. 0.\n", - " 1. 0. 0. 0. -1. 0. 0. 0. 1. 0. 0. 0. 1. 0. 0. 0. -1. 0.\n", - " 0. 0. -1. 0. 0. 0. -1. 0. 0. 0. -1. 0. 0. 0. 1. 0. 0. 0.\n", - " 1. 0. 0. 0. 1. 0. 0. 0. -1. 0. 0. 0. 1. 0. 0. 0. 1. 0.\n", + " 1. 0. 0. 0. 1. 0. 0. 0. -1. 0. 0. 0. -1. 0. 0. 0. -1. 0.\n", " 0. 0. -1. 0. 0. 0. 1. 0. 0. 0. -1. 0. 0. 0. 1. 0. 0. 0.\n", - " -1. 0. 0. 0. -1. 0. 0. 0. -1. 0. 0. 0. -1. 0. 0. 0. -1. 0.\n", - " 0. 0. 1. 0. 0. 0. 1. 0. 0. 0. 1. 0. 0. 0. -1. 0. 0. 0.\n", - " -1. 0. 0. 0. 1. 0. 0. 0. 1. 0. 0. 0. -1. 0. 0. 0. 1. 0.\n", - " 0. 0. -1. 0. 0. 0. -1. 0. 0. 0. -1. 0. 0. 0. -1. 0. 0. 0.\n", - " -1. 0. 0. 0.]\n", + " 1. 0. 0. 0.]\n", "PASSED: signal.lfilter() = signal.convolve() = np.convolve()\n" ] } @@ -679,7 +660,7 @@ { "cell_type": "code", "execution_count": null, - "id": "1565bb8d", + "id": "7fa7c52c", "metadata": {}, "outputs": [], "source": []