From 9b39be31804e6f1a8c6fc718b5e99b7721c0edfa Mon Sep 17 00:00:00 2001 From: jaseg Date: Fri, 21 Feb 2020 11:55:48 +0000 Subject: More BER curves, initial FEC experiements --- .../dsss_experiments_res-2020-02-20-19-51-21.json | 1 + .../dsss_experiments_res-2020-02-20-20-43-32.json | 1 + .../dsss_experiments_res-2020-02-20-21-36-42.json | 1 + lab-windows/dsss_experiments-ber.ipynb | 198 ++++++++++++++------- lab-windows/fec_experiments.ipynb | 179 +++++++++++++++++++ 5 files changed, 316 insertions(+), 64 deletions(-) create mode 100755 lab-windows/data/dsss_experiments_res-2020-02-20-19-51-21.json create mode 100755 lab-windows/data/dsss_experiments_res-2020-02-20-20-43-32.json create mode 100755 lab-windows/data/dsss_experiments_res-2020-02-20-21-36-42.json create mode 100644 lab-windows/fec_experiments.ipynb diff --git a/lab-windows/data/dsss_experiments_res-2020-02-20-19-51-21.json b/lab-windows/data/dsss_experiments_res-2020-02-20-19-51-21.json new file mode 100755 index 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[0.97, 1.9852941176470607, null], [0.94, 3.9705882352941213, null], [0.91, 5.955882352941175, null], [0.97, 1.9852941176470607, null], [0.96, 2.647058823529414, null]]]]]] \ No newline at end of file diff --git a/lab-windows/dsss_experiments-ber.ipynb b/lab-windows/dsss_experiments-ber.ipynb index ce87548..a12b5a4 100644 --- a/lab-windows/dsss_experiments-ber.ipynb +++ b/lab-windows/dsss_experiments-ber.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "code", - "execution_count": 14, + "execution_count": 1, "metadata": {}, "outputs": [], "source": [ @@ -29,7 +29,7 @@ }, { "cell_type": "code", - "execution_count": 15, + "execution_count": 2, "metadata": {}, "outputs": [], "source": [ @@ -38,7 +38,7 @@ }, { "cell_type": "code", - "execution_count": 16, + "execution_count": 3, "metadata": {}, "outputs": [], "source": [ @@ -47,7 +47,7 @@ }, { "cell_type": "code", - "execution_count": 17, + "execution_count": 4, "metadata": {}, "outputs": [], "source": [ @@ -73,7 +73,7 @@ }, { "cell_type": "code", - "execution_count": 18, + "execution_count": 5, "metadata": {}, "outputs": [], "source": [ @@ -90,7 +90,7 @@ }, { "cell_type": "code", - "execution_count": 19, + "execution_count": 6, "metadata": {}, "outputs": [], "source": [ @@ -104,7 +104,7 @@ }, { "cell_type": "code", - "execution_count": 20, + "execution_count": 7, "metadata": {}, "outputs": [ { @@ -124,7 +124,7 @@ }, { "cell_type": "code", - "execution_count": 21, + "execution_count": 8, "metadata": {}, "outputs": [], "source": [ @@ -139,7 +139,7 @@ }, { "cell_type": "code", - "execution_count": 22, + "execution_count": 9, "metadata": {}, "outputs": [], "source": [ @@ -153,13 +153,13 @@ }, { "cell_type": "code", - "execution_count": 23, + "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "8a090f2d31104ec695a0c68bf39555d9", + "model_id": "c5fba7c7cec24f09a4f23f7c7d87eb90", "version_major": 2, "version_minor": 0 }, @@ -177,7 +177,7 @@ }, { "cell_type": "code", - "execution_count": 24, + "execution_count": 11, "metadata": {}, "outputs": [], "source": [ @@ -186,7 +186,7 @@ }, { "cell_type": "code", - "execution_count": 25, + "execution_count": 12, "metadata": {}, "outputs": [], "source": [ @@ -366,13 +366,13 @@ }, { "cell_type": "code", - "execution_count": 26, + "execution_count": 14, "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "b961e7d9571748fd8a58a5579f95743d", + "model_id": "5106e62521e246a0b0766cce3f9e556f", "version_major": 2, "version_minor": 0 }, @@ -386,10 +386,10 @@ { "data": { "text/plain": [ - "[]" + "[]" ] }, - "execution_count": 26, + "execution_count": 14, "metadata": {}, "output_type": "execute_result" } @@ -397,6 +397,7 @@ "source": [ "fig, ax = plt.subplots(figsize=(12, 9))\n", "\n", + "duration = 64\n", "decimation = 100\n", "extra_dec = 10\n", "nbits = 5\n", @@ -443,7 +444,7 @@ }, { "cell_type": "code", - "execution_count": 27, + "execution_count": 15, "metadata": {}, "outputs": [], "source": [ @@ -453,13 +454,13 @@ }, { "cell_type": "code", - "execution_count": 28, + "execution_count": 16, "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "cebd805ecee34a05b229922af1abfe58", + "model_id": "15e67925b1bf47b5bbde289b353ed201", "version_major": 2, "version_minor": 0 }, @@ -473,12 +474,12 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "981c5c08524e4b56b72df4ca01e724da", + "model_id": "6432dbccc7db43d7a227384bca772716", "version_major": 2, "version_minor": 0 }, "text/plain": [ - "HBox(children=(IntProgress(value=1, bar_style='info', max=1), HTML(value='')))" + "HBox(children=(FloatProgress(value=1.0, bar_style='info', max=1.0), HTML(value='')))" ] }, "metadata": {}, @@ -490,22 +491,22 @@ "text": [ "nbits=5\n", "nbits=6\n", - "signal_amplitude=0.00010: ser=0.97396 ±0.00737, br=14.64844\n", + "signal_amplitude=0.00046: ser=0.97396 ±0.00737, br=14.64844\n", "signal_amplitude=0.00015: ser=0.98958 ±0.00737, br=5.85938\n", "signal_amplitude=0.00022: ser=0.96875 ±0.01276, br=17.57812\n", + "signal_amplitude=0.00010: ser=0.97396 ±0.00737, br=14.64844\n", "signal_amplitude=0.00032: ser=0.97396 ±0.00737, br=14.64844\n", - "signal_amplitude=0.00046: ser=0.97396 ±0.00737, br=14.64844\n", "signal_amplitude=0.00068: ser=0.94792 ±0.01949, br=29.29688\n", "signal_amplitude=0.00100: ser=0.78125 ±0.02552, br=123.04688\n", "signal_amplitude=0.00147: ser=0.28646 ±0.03683, br=401.36719\n", "signal_amplitude=0.00215: ser=0.06250 ±0.03375, br=527.34375\n", "signal_amplitude=0.00316: ser=0.00521 ±0.00737, br=559.57031\n", - "signal_amplitude=0.00010: ser=0.98958 ±0.00737, br=3.51562\n", "signal_amplitude=0.00015: ser=0.97917 ±0.01473, br=7.03125\n", + "signal_amplitude=0.00010: ser=0.98958 ±0.00737, br=3.51562\n", "signal_amplitude=0.00022: ser=0.98438 ±0.00000, br=5.27344\n", "signal_amplitude=0.00032: ser=0.98438 ±0.00000, br=5.27344\n", - "signal_amplitude=0.00046: ser=0.97917 ±0.01949, br=7.03125\n", "signal_amplitude=0.00068: ser=0.68229 ±0.09051, br=107.22656\n", + "signal_amplitude=0.00046: ser=0.97917 ±0.01949, br=7.03125\n", "signal_amplitude=0.00100: ser=0.15104 ±0.05156, br=286.52344\n", "signal_amplitude=0.00147: ser=0.01562 ±0.00000, br=332.22656\n", "signal_amplitude=0.00215: ser=0.01562 ±0.00000, br=332.22656\n", @@ -518,10 +519,10 @@ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 28, + "execution_count": 16, "metadata": {}, "output_type": "execute_result" } @@ -594,13 +595,13 @@ }, { "cell_type": "code", - "execution_count": 29, + "execution_count": 17, "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "3e654922b013420d83e47b27c43e18dc", + "model_id": "bda9f8070b0142928936a7752f318e97", "version_major": 2, "version_minor": 0 }, @@ -614,10 +615,10 @@ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 29, + "execution_count": 17, "metadata": {}, "output_type": "execute_result" } @@ -650,13 +651,13 @@ }, { "cell_type": "code", - "execution_count": 30, + "execution_count": 18, "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "23d3975515a0462e94a01e7b3c5dd1a6", + "model_id": "33b1f777dda149eda3a2f031087372c9", "version_major": 2, "version_minor": 0 }, @@ -671,15 +672,95 @@ "name": "stderr", "output_type": "stream", "text": [ - "/usr/lib64/python3.7/site-packages/numpy/core/fromnumeric.py:3118: RuntimeWarning: Mean of empty slice.\n", - " out=out, **kwargs)\n", - "/usr/lib64/python3.7/site-packages/numpy/core/_methods.py:85: RuntimeWarning: invalid value encountered in double_scalars\n", + "/home/user/safety-reset/lab-windows/env/lib/python3.8/site-packages/numpy/core/fromnumeric.py:3334: RuntimeWarning: Mean of empty slice.\n", + " return _methods._mean(a, axis=axis, dtype=dtype,\n", + "/home/user/safety-reset/lab-windows/env/lib/python3.8/site-packages/numpy/core/_methods.py:161: RuntimeWarning: invalid value encountered in double_scalars\n", + " ret = ret.dtype.type(ret / rcount)\n", + "/home/user/safety-reset/lab-windows/env/lib/python3.8/site-packages/numpy/core/_methods.py:216: RuntimeWarning: Degrees of freedom <= 0 for slice\n", + " ret = _var(a, axis=axis, dtype=dtype, out=out, ddof=ddof,\n", + "/home/user/safety-reset/lab-windows/env/lib/python3.8/site-packages/numpy/core/_methods.py:185: RuntimeWarning: invalid value encountered in true_divide\n", + " arrmean = um.true_divide(\n", + "/home/user/safety-reset/lab-windows/env/lib/python3.8/site-packages/numpy/core/_methods.py:209: RuntimeWarning: invalid value encountered in double_scalars\n", + " ret = ret.dtype.type(ret / rcount)\n", + "/home/user/safety-reset/lab-windows/env/lib/python3.8/site-packages/numpy/core/fromnumeric.py:3334: RuntimeWarning: Mean of empty slice.\n", + " return _methods._mean(a, axis=axis, dtype=dtype,\n", + "/home/user/safety-reset/lab-windows/env/lib/python3.8/site-packages/numpy/core/_methods.py:161: RuntimeWarning: invalid value encountered in double_scalars\n", + " ret = ret.dtype.type(ret / rcount)\n", + "/home/user/safety-reset/lab-windows/env/lib/python3.8/site-packages/numpy/core/_methods.py:216: RuntimeWarning: Degrees of freedom <= 0 for slice\n", + " ret = _var(a, axis=axis, dtype=dtype, out=out, ddof=ddof,\n", + "/home/user/safety-reset/lab-windows/env/lib/python3.8/site-packages/numpy/core/_methods.py:185: RuntimeWarning: invalid value encountered in true_divide\n", + " arrmean = um.true_divide(\n", + "/home/user/safety-reset/lab-windows/env/lib/python3.8/site-packages/numpy/core/_methods.py:209: RuntimeWarning: invalid value encountered in double_scalars\n", + " ret = ret.dtype.type(ret / rcount)\n", + "/home/user/safety-reset/lab-windows/env/lib/python3.8/site-packages/numpy/core/fromnumeric.py:3334: RuntimeWarning: Mean of empty slice.\n", + " return _methods._mean(a, axis=axis, dtype=dtype,\n", + "/home/user/safety-reset/lab-windows/env/lib/python3.8/site-packages/numpy/core/_methods.py:161: RuntimeWarning: invalid value encountered in double_scalars\n", + " ret = ret.dtype.type(ret / rcount)\n", + "/home/user/safety-reset/lab-windows/env/lib/python3.8/site-packages/numpy/core/_methods.py:216: RuntimeWarning: Degrees of freedom <= 0 for slice\n", + " ret = _var(a, axis=axis, dtype=dtype, out=out, ddof=ddof,\n", + "/home/user/safety-reset/lab-windows/env/lib/python3.8/site-packages/numpy/core/_methods.py:185: RuntimeWarning: invalid value encountered in true_divide\n", + " arrmean = um.true_divide(\n", + "/home/user/safety-reset/lab-windows/env/lib/python3.8/site-packages/numpy/core/_methods.py:209: RuntimeWarning: invalid value encountered in double_scalars\n", + " ret = ret.dtype.type(ret / rcount)\n", + "/home/user/safety-reset/lab-windows/env/lib/python3.8/site-packages/numpy/core/fromnumeric.py:3334: RuntimeWarning: Mean of empty slice.\n", + " return _methods._mean(a, axis=axis, dtype=dtype,\n", + "/home/user/safety-reset/lab-windows/env/lib/python3.8/site-packages/numpy/core/_methods.py:161: RuntimeWarning: invalid value encountered in double_scalars\n", " ret = ret.dtype.type(ret / rcount)\n", - "/usr/lib64/python3.7/site-packages/numpy/core/_methods.py:140: RuntimeWarning: Degrees of freedom <= 0 for slice\n", - " keepdims=keepdims)\n", - "/usr/lib64/python3.7/site-packages/numpy/core/_methods.py:110: RuntimeWarning: invalid value encountered in true_divide\n", - " arrmean, rcount, out=arrmean, casting='unsafe', subok=False)\n", - "/usr/lib64/python3.7/site-packages/numpy/core/_methods.py:132: RuntimeWarning: invalid value encountered in double_scalars\n", + "/home/user/safety-reset/lab-windows/env/lib/python3.8/site-packages/numpy/core/_methods.py:216: RuntimeWarning: Degrees of freedom <= 0 for slice\n", + " ret = _var(a, axis=axis, dtype=dtype, out=out, ddof=ddof,\n", + "/home/user/safety-reset/lab-windows/env/lib/python3.8/site-packages/numpy/core/_methods.py:185: RuntimeWarning: invalid value encountered in true_divide\n", + " arrmean = um.true_divide(\n", + "/home/user/safety-reset/lab-windows/env/lib/python3.8/site-packages/numpy/core/_methods.py:209: RuntimeWarning: invalid value encountered in double_scalars\n", + " ret = ret.dtype.type(ret / rcount)\n", + "/home/user/safety-reset/lab-windows/env/lib/python3.8/site-packages/numpy/core/fromnumeric.py:3334: RuntimeWarning: Mean of empty slice.\n", + " return _methods._mean(a, axis=axis, dtype=dtype,\n", + "/home/user/safety-reset/lab-windows/env/lib/python3.8/site-packages/numpy/core/_methods.py:161: RuntimeWarning: invalid value encountered in double_scalars\n", + " ret = ret.dtype.type(ret / rcount)\n", + "/home/user/safety-reset/lab-windows/env/lib/python3.8/site-packages/numpy/core/_methods.py:216: RuntimeWarning: Degrees of freedom <= 0 for slice\n", + " ret = _var(a, axis=axis, dtype=dtype, out=out, ddof=ddof,\n", + "/home/user/safety-reset/lab-windows/env/lib/python3.8/site-packages/numpy/core/_methods.py:185: RuntimeWarning: invalid value encountered in true_divide\n", + " arrmean = um.true_divide(\n", + "/home/user/safety-reset/lab-windows/env/lib/python3.8/site-packages/numpy/core/_methods.py:209: RuntimeWarning: invalid value encountered in double_scalars\n", + " ret = ret.dtype.type(ret / rcount)\n", + "/home/user/safety-reset/lab-windows/env/lib/python3.8/site-packages/numpy/core/fromnumeric.py:3334: RuntimeWarning: Mean of empty slice.\n", + " return _methods._mean(a, axis=axis, dtype=dtype,\n", + "/home/user/safety-reset/lab-windows/env/lib/python3.8/site-packages/numpy/core/_methods.py:161: RuntimeWarning: invalid value encountered in double_scalars\n", + " ret = ret.dtype.type(ret / rcount)\n", + "/home/user/safety-reset/lab-windows/env/lib/python3.8/site-packages/numpy/core/_methods.py:216: RuntimeWarning: Degrees of freedom <= 0 for slice\n", + " ret = _var(a, axis=axis, dtype=dtype, out=out, ddof=ddof,\n", + "/home/user/safety-reset/lab-windows/env/lib/python3.8/site-packages/numpy/core/_methods.py:185: RuntimeWarning: invalid value encountered in true_divide\n", + " arrmean = um.true_divide(\n", + "/home/user/safety-reset/lab-windows/env/lib/python3.8/site-packages/numpy/core/_methods.py:209: RuntimeWarning: invalid value encountered in double_scalars\n", + " ret = ret.dtype.type(ret / rcount)\n", + "/home/user/safety-reset/lab-windows/env/lib/python3.8/site-packages/numpy/core/fromnumeric.py:3334: RuntimeWarning: Mean of empty slice.\n", + " return _methods._mean(a, axis=axis, dtype=dtype,\n", + "/home/user/safety-reset/lab-windows/env/lib/python3.8/site-packages/numpy/core/_methods.py:161: RuntimeWarning: invalid value encountered in double_scalars\n", + " ret = ret.dtype.type(ret / rcount)\n", + "/home/user/safety-reset/lab-windows/env/lib/python3.8/site-packages/numpy/core/_methods.py:216: RuntimeWarning: Degrees of freedom <= 0 for slice\n", + " ret = _var(a, axis=axis, dtype=dtype, out=out, ddof=ddof,\n", + "/home/user/safety-reset/lab-windows/env/lib/python3.8/site-packages/numpy/core/_methods.py:185: RuntimeWarning: invalid value encountered in true_divide\n", + " arrmean = um.true_divide(\n", + "/home/user/safety-reset/lab-windows/env/lib/python3.8/site-packages/numpy/core/_methods.py:209: RuntimeWarning: invalid value encountered in double_scalars\n", + " ret = ret.dtype.type(ret / rcount)\n", + "/home/user/safety-reset/lab-windows/env/lib/python3.8/site-packages/numpy/core/fromnumeric.py:3334: RuntimeWarning: Mean of empty slice.\n", + " return _methods._mean(a, axis=axis, dtype=dtype,\n", + "/home/user/safety-reset/lab-windows/env/lib/python3.8/site-packages/numpy/core/_methods.py:161: RuntimeWarning: invalid value encountered in double_scalars\n", + " ret = ret.dtype.type(ret / rcount)\n", + "/home/user/safety-reset/lab-windows/env/lib/python3.8/site-packages/numpy/core/_methods.py:216: RuntimeWarning: Degrees of freedom <= 0 for slice\n", + " ret = _var(a, axis=axis, dtype=dtype, out=out, ddof=ddof,\n", + "/home/user/safety-reset/lab-windows/env/lib/python3.8/site-packages/numpy/core/_methods.py:185: RuntimeWarning: invalid value encountered in true_divide\n", + " arrmean = um.true_divide(\n", + "/home/user/safety-reset/lab-windows/env/lib/python3.8/site-packages/numpy/core/_methods.py:209: RuntimeWarning: invalid value encountered in double_scalars\n", + " ret = ret.dtype.type(ret / rcount)\n", + "/home/user/safety-reset/lab-windows/env/lib/python3.8/site-packages/numpy/core/fromnumeric.py:3334: RuntimeWarning: Mean of empty slice.\n", + " return _methods._mean(a, axis=axis, dtype=dtype,\n", + "/home/user/safety-reset/lab-windows/env/lib/python3.8/site-packages/numpy/core/_methods.py:161: RuntimeWarning: invalid value encountered in double_scalars\n", + " ret = ret.dtype.type(ret / rcount)\n", + "/home/user/safety-reset/lab-windows/env/lib/python3.8/site-packages/numpy/core/_methods.py:216: RuntimeWarning: Degrees of freedom <= 0 for slice\n", + " ret = _var(a, axis=axis, dtype=dtype, out=out, ddof=ddof,\n", + "/home/user/safety-reset/lab-windows/env/lib/python3.8/site-packages/numpy/core/_methods.py:185: RuntimeWarning: invalid value encountered in true_divide\n", + " arrmean = um.true_divide(\n", + "/home/user/safety-reset/lab-windows/env/lib/python3.8/site-packages/numpy/core/_methods.py:209: RuntimeWarning: invalid value encountered in double_scalars\n", " ret = ret.dtype.type(ret / rcount)\n" ] } @@ -780,7 +861,7 @@ }, { "cell_type": "code", - "execution_count": 31, + "execution_count": 19, "metadata": {}, "outputs": [], "source": [ @@ -789,13 +870,13 @@ }, { "cell_type": "code", - "execution_count": 44, + "execution_count": 25, "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "62259928c3a24739a4b03c9b9a83859a", + "model_id": "406505452bb84597a6c39bc12267dcc6", "version_major": 2, "version_minor": 0 }, @@ -810,7 +891,8 @@ "name": "stderr", "output_type": "stream", "text": [ - "/usr/lib/python3.7/site-packages/ipykernel_launcher.py:20: RuntimeWarning: divide by zero encountered in log10\n" + ":20: RuntimeWarning: divide by zero encountered in log10\n", + " cm_func = lambda x: cmap(np.log10(x - min(decimations)) / (np.log10(max(decimations)) - np.log10(min(decimations))))\n" ] } ], @@ -877,7 +959,7 @@ " for amp, ser, std in sorted(sers):\n", " if last_ser > SER_TH and ser < SER_TH:\n", " icp = last_amp + (SER_TH - last_ser) / (ser - last_ser) * (amp - last_amp)\n", - " ic_std = abs(last_amp - amp) / 2# np.sqrt(np.mean(last_std**2 + std**2))\n", + " ic_std = (abs(last_amp - amp) / 2) + np.sqrt(np.mean(last_std**2 + std**2))\n", " intercepts[dec] = (icp, ic_std)\n", " break\n", " last_amp, last_ser = amp, ser\n", @@ -892,7 +974,6 @@ " data = np.array([ intercepts[dec] for dec in x ])\n", " y = data[:,0]\n", " std = data[:,1]\n", - " \n", " ax.set_xlim([min(x), max(x)])\n", " y = [ v*1000 if v is not None else v for v in y ]\n", " l = ax.plot(x, y, label='Amplitude at SER=0.5 [mHz]', color='orange')\n", @@ -930,20 +1011,9 @@ }, { "cell_type": "code", - "execution_count": 33, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "41.6" - ] - }, - "execution_count": 33, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "13 * 2**5 / 10" ] @@ -951,9 +1021,9 @@ ], "metadata": { "kernelspec": { - "display_name": "winlabenv", + "display_name": "labenv", "language": "python", - "name": "winlabenv" + "name": "labenv" }, "language_info": { "codemirror_mode": { @@ -965,7 +1035,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.7.6" + "version": "3.8.1" } }, "nbformat": 4, diff --git a/lab-windows/fec_experiments.ipynb b/lab-windows/fec_experiments.ipynb new file mode 100644 index 0000000..e17e560 --- /dev/null +++ b/lab-windows/fec_experiments.ipynb @@ -0,0 +1,179 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 30, + "metadata": {}, + "outputs": [], + "source": [ + "import numpy as np\n", + "import matplotlib\n", + "from matplotlib import pyplot as plt\n", + "import pyldpc" + ] + }, + { + "cell_type": "code", + "execution_count": 31, + "metadata": {}, + "outputs": [], + "source": [ + "%matplotlib widget" + ] + }, + { + "cell_type": "code", + "execution_count": 92, + "metadata": {}, + "outputs": [], + "source": [ + "H, G = pyldpc.make_ldpc(1024, 6, 8, systematic=False)" + ] + }, + { + "cell_type": "code", + "execution_count": 95, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(1024, 261)" + ] + }, + "execution_count": 95, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "n, k = G.shape\n", + "G.shape" + ] + }, + { + "cell_type": "code", + "execution_count": 94, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + ":1: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(figsize=(15, 6))\n" + ] + }, + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "96882c0b2fb3492a8fbcd68d4c1db371", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots(figsize=(15, 6))\n", + "fig.tight_layout()\n", + "ax.matshow(H)\n", + "None" + ] + }, + { + "cell_type": "code", + "execution_count": 96, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + ":6: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(figsize=(15, 3))\n" + ] + }, + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "961f48f481054e9da3c60ff5414e4ab8", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 96, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "test_data = np.random.randint(0, 2, k)\n", + "\n", + "d = np.dot(G, test_data) % 2\n", + "x = (-1) ** d\n", + "\n", + "fig, ax = plt.subplots(figsize=(15, 3))\n", + "ax.matshow(x.reshape((-1, 64)))" + ] + }, + { + "cell_type": "code", + "execution_count": 97, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "True" + ] + }, + "execution_count": 97, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.all(np.equal(pyldpc.get_message(G, pyldpc.decode(H, x, 3)), test_data))" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "labenv", + "language": "python", + "name": "labenv" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.8.1" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} -- cgit