{ "cells": [ { "cell_type": "markdown", "id": "9203fa9b", "metadata": { "toc": true }, "source": [ "

Ramanujan Filter Banks

\n", "
" ] }, { "cell_type": "code", "execution_count": 1, "id": "5e8fab18", "metadata": { "ExecuteTime": { "end_time": "2022-01-14T02:52:15.484389Z", "start_time": "2022-01-14T02:52:06.468989Z" } }, "outputs": [], "source": [ "import numpy as np\n", "import matplotlib.pyplot as plt\n", "import sys, scipy\n", "from scipy import linalg as LA\n", "import spkit as sp" ] }, { "cell_type": "markdown", "id": "2dac6827", "metadata": {}, "source": [ "## Example demo 1" ] }, { "cell_type": "code", "execution_count": 6, "id": "461d83fa", "metadata": { "ExecuteTime": { "end_time": "2022-01-14T02:54:44.998982Z", "start_time": "2022-01-14T02:54:43.172694Z" } }, "outputs": [ { "data": { "image/png": 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\n", 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\n", 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "top 10 periods: [10 5 11 18 17 16 15 14 13 12]\n" ] } ], "source": [ "sp.RFB_example_1(period=10, SNR=0, seed=10)" ] }, { "cell_type": "markdown", "id": "389b2ed4", "metadata": {}, "source": [ "## Example demo 2" ] }, { "cell_type": "code", "execution_count": 7, "id": "4187a447", "metadata": { "ExecuteTime": { "end_time": "2022-01-14T02:55:05.901928Z", "start_time": "2022-01-14T02:54:51.797164Z" }, "scrolled": false }, "outputs": [ { "data": { "image/png": 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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WAINWDVPmPvVV5CsCswE3iEMblLlPfRU5EVjPLVuzlZMvu4XDL/l7Tr7sllKMxZKnQayGKXOf+ipy1ZD1lBsRe28Qq2HK3Ke+inxFYD01iGevRTeo1TBnzZnOnJkjnHD4gfzoklOdBAos00Qg6SpJj0m6v8l8Sbpc0mZJ6yQdl2U8lr1BPHstOlfDWNayviK4GjitxfzTgSPS13zgyozjsYwN6tlrkXmocctapokgIm4HnmxR5EzgmkjcBYxIOjjLmCxbPnvNhqthLEt5txFMBx6p+bwlnbYHSfMlrZK0avv27X0Jzjrns1ez4sm715AaTItGBSNiCbAEYHR0tGEZGwxlHZjLrKzyviLYAsyo+XwosC2nWMzMKinvK4LlwIWSrgNOAJ6KiEdzjsmsUAZt+AkrnkwTgaRrgVOAqZK2AJ8BhgAiYjGwApgHbAaeBc7LMh6zsvENfNYLmSaCiHjvBPMDuCDLGMzKrNUNfE4E1q68q4bMXLUxCb6Bb7AVZd92IrBcuWpjcg4ZGWZrg4O+b+DLX5H27bx7DVnFeWyiyfENfIOrSPu2rwgsV67amByPAjq4irRvOxFYrly1MXm+gW8wFWnfdiKwvmnUcLZg7uxX1KNCtas2itK42I0yr1sjRdq33UZgfdHscYuAxyZKDeIjKXulzOvWTJHG3XIisL6YqL+7R9YsVuNip8q8bq0UZd92IrC+KFLDWV7K/BuVed3KwInA+sIPrJlYmX+jMq9bGTgRWF+4v/vEyvwblXndysC9hjpUtZ4PveL+7hMr829U5nUrAyeCDhTplvFB5P7uEyvzb1TmdSs6J4IOFG2kR1+9mFk7nAg6UKSeD1W9enHyM+ucG4s7UKSeD1Xst13Fm5asmJat2crJl93C4Zf8PSdfdkvu+6gTQQeK1POhSFcvvVLF5Fdmg3aw7JVBPGHJNBFIOk3SJkmbJV3SYP4pkp6StDZ9fTrLeCarSLeMF+nqpVeqmPzKahAPlr0yiCcsmbURSJoC/A3wW8AW4KeSlkfEA3VF74iIM7KKo9eK0vOhSANe9UqRRnvMUxHaUYrWMaMTg3jCkmVj8fHA5oj4GYCk64AzgfpEYBnoZb/tIhw4oJrJr1NF6UTQ6mDZzf44SPvwIJ6wZFk1NB14pObzlnRavZMk3SfpJklHN1uYpPmSVklatX379l7HWkq9GPCqSJfoRaq6y8sgVks00uyg+NrhoY73x0HbhwexrTHLKwI1mBZ1n1cDh0XETknzgGXAEY0WFhFLgCUAo6Oj9cuxHmh01lS0S/SiVN314wy10d8YxGqJRppd3Ul0vD8O2j48iHdZZ5kItgAzaj4fCmyrLRART9e8XyHpi5KmRsTjGcZlDTSrMqj/DzRu0A4cRdKP6plmf2NkvyH++dkX9iifZ7VEq6RYf7D84+vXNlxGq/1xEJPfoJ2wZJkIfgocIelwYCtwDvC7tQUkHQT8KiJC0vEkVVVPZBiTNdHsrGmKxO7Y8wLMDbDd68cZarO/se/eezE8NGVg2lEmSor1B8tFKzd1XL8+iHXyncr6CjKzNoKI2AVcCKwENgLfjIgNks6XdH5a7Gzgfkn3AZcD50Q0OOrkoKx9mJtpdna0O2Lg6jOh2NunH2eozZb11NgLA9WO0mmbRTf16918Z5D2r360cWQ6xERErABW1E1bXPP+CuCKLGPoRlF6VvRSs7Om8UvyQarPLPr26ccZaqu/MUjVEp0mxW7q1zv9zqDtX/24gvSdxQ0UpWdFL7U6axq0x+11s30G6QyvH71GBrFnSiPd3PjYzf7YyXcG7f9/P64gPehcA7384YvS53kQezI00+n26VfjbLvbrB+/dVG25yDe+zFojcv9uIJ0ImigVz98NwegPC9LB6nKoJVOt083l9adHNi72Wb9+K2LsD0HMWENWuNyP5KlE0EDvfrhuzkADVqf50HU6fbp9C5VoOmBHSj8vRaDZtAS1qBdpfQjWToRNNCrH76bS8xe31pfRp1un2ZneON3qdYf8F81tFfDA/ulyzfw3K4Xfa9FyeV5ldLs/3jWydKJoIlOf/hGG7CbS8xOD1rjsVZNJ9un07tUmx3Yd4zteSOW77UopzyuUvKsFnavoR5o1s/3nW+a1rM+z61urbfWmo1BtKPBHbbdGNR7LaxY8uyt5ETQA8024K0Pbu/45p1OD1qufmhPo+6Dzc7YR4aHGh7YX7ffUMPy49toUG7SsmLKs7eSq4Z6oNUG7OYSs1e31ltrzaqMLn13MghufR0x0LQRcdAaPKuo6G1oefZWciLogX5swEHryVAGEzUKNjuwD1JXR0sM2t3A3cjz/7gTQQ/0YwNW8UEz/dDpmXwvOhFU9bfOUhm68ObZW8mJoAf6tQF7Uf1QhjOnovBv3T+Ddjdwt/KqYnRjcY90Ov5JXmPfDNo4KmXm37p/uhmzyF7mRJCDPB+dV5YzpyLwb90/RRlkb1BVPhHkcWae55miz5z6x791//h51ZNT6USQ15l5nmeKPnPqH//W/TVow6UXSaUTQV5n5nmeKfrMqX/8W1tRZJoIJJ0maZOkzZIuaTBfki5P56+TdFyW8dTL68w87zNFnzn1j39rK4LMEoGkKcDfAKcDRwHvlXRUXbHTgSPS13zgyqziaSSvM3OfKZrZIFFWz4qXdBJwaUTMTT8vBIiIz9WU+RJwW0Rcm37eBJwSEY+2Wvbo6GisWrWq45j+9r1/yEHbH+Gog18DwOM7n+Nnjz/Diy++/BvstZd449RXM3X/fXng0acBXio/Luvp/fgbRZ8+iDH5txjc6YMYUzfTfzltBudd+4U91q1dku6NiNE9pmeYCM4GTouID6afPwCcEBEX1pS5EbgsIu5MP/8A+GRE7HGUlzSf5KqBmTNnvuWhhx7qOKZf/uVf8tzGB18x7fGdz/HIk2M8t2s3++49hRkHDjN1/307XraZWdb2PfJNHPSpT3X9/WaJIMs7i9VgWn3WaadMMjFiCbAEkiuCbgJq9AMeBrylm4WZmZVElo3FW4AZNZ8PBbZ1UcbMzDKUZSL4KXCEpMMl7QOcAyyvK7McODftPXQi8NRE7QNmZtZbmVUNRcQuSRcCK4EpwFURsUHS+en8xcAKYB6wGXgWOC+reMzMrLFMRx+NiBUkB/vaaYtr3gdwQZYxmJlZa5W+s9jMzJwIzMwqz4nAzKzinAjMzCouszuLsyRpO9D5rcWJqcDjPQynCLzO1VC1da7a+sLk1/mwiJhWP7GQiWAyJK1qdIt1mXmdq6Fq61y19YXs1tlVQ2ZmFedEYGZWcVVMBEvyDiAHXudqqNo6V219IaN1rlwbgZmZvVIVrwjMzKyGE4GZWcWVNhFIOk3SJkmbJV3SYL4kXZ7OXyfpuDzi7JU21vd96Xquk/RjSW/OI85emmida8q9VdLu9Kl5hdbOOks6RdJaSRsk/bDfMfZaG/v2ayV9V9J96ToXehRjSVdJekzS/U3m9/7YFRGle5EMe/1PwBuBfYD7gKPqyswDbiJ5StqJwN15x53x+r4NeF36/vQir2+761xT7haSUXDPzjvuPmznEeABYGb6+Q15x92Hdf4U8D/S99OAJ4F98o59Euv8b4HjgPubzO/5sausVwTHA5sj4mcR8TxwHXBmXZkzgWsicRcwIungfgfaIxOub0T8OCL+Of14F8nT4IqsnW0M8IfAt4DH+hlcRtpZ598FlkbEwwARUfT1bmedAzhAkoD9SRLBrv6G2TsRcTvJOjTT82NXWRPBdOCRms9b0mmdlimKTtflD0jOKIpswnWWNB34bWAx5dDOdv7XwOsk3SbpXknn9i26bLSzzlcAR5I85nY9cFFEvNif8HLR82NXpg+myZEaTKvvJ9tOmaJoe10kvZMkEfxmphFlr511/mvgkxGxOzlZLLx21nlv4C3AvwOGgZ9Iuisi/jHr4DLSzjrPBdYCpwL/ErhZ0h0R8XTGseWl58eusiaCLcCMms+HkpwtdFqmKNpaF0n/BvgKcHpEPNGn2LLSzjqPAtelSWAqME/SrohY1pcIe6/d/frxiHgGeEbS7cCbgaImgnbW+Tzgskgq0DdL+jnwJuCe/oTYdz0/dpW1auinwBGSDpe0D3AOsLyuzHLg3LQF/kTgqYh4tN+B9siE6ytpJrAU+ECBzw5rTbjOEXF4RMyKiFnADcBHCpwEoL39+jvA2yXtLWk/4ARgY5/j7KV21vlhkisgJP0LYDbws75G2V89P3aV8oogInZJuhBYSdLr4KqI2CDp/HT+YpJeJPOAzcCzJGcVhdTm+n4aeD3wxfQMeVcUeOTGNte5VNpZ54jYKOkfgHXAi8BXIqJhN8QiaHM7/zlwtaT1JNUmn4yIwg5PLela4BRgqqQtwGeAIcju2OUhJszMKq6sVUNmZtYmJwIzs4pzIjAzqzgnAjOzinMiMDOrOCcCM7OKcyIwM6s4JwLbg6Q/krRR0jfyjiUvkoYl/VDSlA6+8yVJ75B0a/r7bZB0UTpvH0m3S8rtJs5W49ynsZ/co7/z4w7LXyrpE73429YdJwJr5CPAvIh43/iE9Hb2wu4vkt4g6YC6af+qxVd+n2Q4590d/JkTSO72/HhEHEkyVvwFko5Kh1D+AfCfOwy9l64GTmsy7wSS4cm7Nr6PRMTbJrMc67/C/se2bEhaTPIQkOWS/jg9s/0isBqYIen9ku5R8gSsL42fMUv6b0qeIvV9SdeOn+FJmlV7BirpE5IuTd/vsay0/EZJX07PqL8naTgtf66SJzLdJ+n/pNP+fPysO/38WUl/1GDV3gF8R9Kr0nL/Fbi8xU/xPpJxe8aX+25JN9T9Vh+WdHn6/kjgHyNia0SsBoiIX5OM8zM+RPCydLm5aDbO/XjsJNv3QUlfS3/nG9LxisbLtdpetfvIzprvfEzS/enrozXTX9pfSMYGsjzl/TQevwbvBfyCZLTOWSTj1ZyYTj8S+C4wlH7+InAuybDH64H9gNeQnBV/Ii0zi5onLQGfAC5tsaxZJA8VOTad/k3g/cDRwCZgajr9wJrlr07f70XyNKvXN1mvi3n5YPwTYP8m5fYBflk3bT1wTN20fw98P33/MeD36+bPIhkQ7TXp5ynA9i62xwXA3cAdJFcqRwALgbd1saxXbI/a2NN5AZycTr+qZju22l4v7SPpvJ3pv+P7xatJHhizAZjTan/xK5+XrwhsIg9F8hQkSEZ4fAvwU0lr089vBN4OfDsino1kDPj60SEbabYsgJ9HxNr0/b0kB5tTgRsiHUwsIp5M//0F8ISkOSQH5jXRZIjtiPifwP8DrgTeHRE7G5UjSYI7xj8oeb7zXhFxv6TDJH04nTXEy+PAzwX+oeY7+5M8Ge2j6W9CJNVMz9dXUbVhBnAy8EHgnSQH5GEmWZVTozb2RyLiR+n7r/Pycytaba/afaTWb5LsF8+kv/VSkn2lm/3FMlTK0Uetp56peS/gaxGxsLZAesnfbPTCXbyyCvJVEyxrFvBczaTdJAc9tfgbXwH+C3AQyVlsQ5LeDhwDfJtkRMcLmxQdq4kT4FiShATwWyRn5ABHAfel1ScjEbEt/TtDJEngGxGxtG7Z+5Iko7ZFxPgD2zcBH+jkuxOpjT397et/4/HPrbbXMzTW6mlAHu1ygPiKwDrxA+BsSW8AkHSgpMOA24HfTnvaHAD8x5rv/Ap4g6TXS9oXOGOCZbX62/9J0uvHy9fM+zZJI+hbSYYr3kN6xfBlkue9ngccKOkvGpWN5NnOU8bbE0j+n+yftoe8h+T5uMMkyefvSM7Sb03/joCvAhsj4vN1MbyepGrohRbr2W8vxZ6aKemk9P17gTvT951uL0j2i7Mk7Sfp1SSPDb2D1vuL5cCJwNoWEQ8AfwJ8T9I64Gbg4EgaR68neVzgt0j+s49/5wXgz0jquG8EHmy1rBZ/ewPwWeCHku4DPl8z73mSg9k3o3kvn/2A34mIf4rkeba/BzzUYnW/x8vVIitIqkHWkjz/+GhgFbAkXffTeblq5WSSs/ZT00bVtZLmpfPemS4rF0rGuf8JMFvSFkl/wCtjh6Rx+/fSbXIgSTVax9sr/c5qkp5K95Bs/69ExJpW+4vlw88jsJ5LewXtjIi/6tPf24ukx8rvRMT/7dEy5wAfi4gJq2IkrQZOmOhMX9JSYGFEbOpFjL1QG3tazXNjRByTc1jWZ74isEKTdBRJr5Mf9CoJAETEGuBWtXFDWUQc10YS2AdYNkhJANqL3crPVwRmZhXnKwIzs4pzIjAzqzgnAjOzinMiMDOrOCcCM7OKcyIwM6s4JwIzs4r7/1dg71r6J3g1AAAAAElFTkSuQmCC\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "sp.RFB_example_2(periods=[3, 7, 11], signal_length=100, SNR=10, seed=15)" ] }, { "cell_type": "markdown", "id": "542bd3e2", "metadata": {}, "source": [ "## Example demo 2 with diff periods" ] }, { "cell_type": "code", "execution_count": 11, "id": "5545b7d6", "metadata": { "ExecuteTime": { "end_time": "2022-01-14T02:58:17.256507Z", "start_time": "2022-01-14T02:58:02.770385Z" }, "scrolled": false }, "outputs": [ { "data": { "image/png": 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "sp.RFB_example_2(periods=[3,7,14], signal_length=100, SNR=10, seed=15)" ] }, { "cell_type": "code", "execution_count": null, "id": "91682fbd", "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.8.8" }, "toc": { "base_numbering": 1, "nav_menu": {}, "number_sections": true, "sideBar": true, "skip_h1_title": false, "title_cell": "Ramanujan Filter Banks", "title_sidebar": "Contents", "toc_cell": true, "toc_position": {}, "toc_section_display": true, "toc_window_display": true } }, "nbformat": 4, "nbformat_minor": 5 }