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| 1 | +{ |
| 2 | + "cells": [ |
| 3 | + { |
| 4 | + "attachments": {}, |
| 5 | + "cell_type": "markdown", |
| 6 | + "id": "129f0ca7", |
| 7 | + "metadata": {}, |
| 8 | + "source": [ |
| 9 | + "### Signal Processing\n", |
| 10 | + "#### unit impulse from the difference of two unit steps:\n", |
| 11 | + "$\\delta[n]=u[n]-u[n-1]$\n", |
| 12 | + "<hr>\n", |
| 13 | + "https://github.com/ostad-ai/Signal-Processing\n", |
| 14 | + "<br> Explanation: https://www.pinterest.com/HamedShahHosseini/Signal-Processing" |
| 15 | + ] |
| 16 | + }, |
| 17 | + { |
| 18 | + "cell_type": "code", |
| 19 | + "execution_count": 12, |
| 20 | + "id": "1dda9e30", |
| 21 | + "metadata": {}, |
| 22 | + "outputs": [], |
| 23 | + "source": [ |
| 24 | + "def delta(n):\n", |
| 25 | + " if n==0:\n", |
| 26 | + " return 1\n", |
| 27 | + " else:\n", |
| 28 | + " return 0\n", |
| 29 | + " \n", |
| 30 | + "def step(n):\n", |
| 31 | + " if n<0:\n", |
| 32 | + " return 0\n", |
| 33 | + " else:\n", |
| 34 | + " return 1\n", |
| 35 | + " \n", |
| 36 | + "def delta_from_step(n):\n", |
| 37 | + " return step(n)-step(n-1)" |
| 38 | + ] |
| 39 | + }, |
| 40 | + { |
| 41 | + "cell_type": "code", |
| 42 | + "execution_count": 26, |
| 43 | + "id": "1ce18754", |
| 44 | + "metadata": {}, |
| 45 | + "outputs": [ |
| 46 | + { |
| 47 | + "name": "stdout", |
| 48 | + "output_type": "stream", |
| 49 | + "text": [ |
| 50 | + "delta[n] u[n]-u[n-1] n\n", |
| 51 | + "0 0 -2\n", |
| 52 | + "0 0 -1\n", |
| 53 | + "1 1 0\n", |
| 54 | + "0 0 1\n", |
| 55 | + "0 0 2\n", |
| 56 | + "0 0 3\n" |
| 57 | + ] |
| 58 | + } |
| 59 | + ], |
| 60 | + "source": [ |
| 61 | + "# consider x[n] as a sequence below\n", |
| 62 | + "# and check property delta[n]=u[n]-u[n-1]\n", |
| 63 | + "x=[-2,-1,0,1,2,3]\n", |
| 64 | + "print('delta[n] ','u[n]-u[n-1]',' n')\n", |
| 65 | + "for n in x:\n", |
| 66 | + " print(delta(n),11*' ',delta_from_step(n),5*' ',n)" |
| 67 | + ] |
| 68 | + }, |
| 69 | + { |
| 70 | + "cell_type": "code", |
| 71 | + "execution_count": null, |
| 72 | + "id": "c6054ddb", |
| 73 | + "metadata": {}, |
| 74 | + "outputs": [], |
| 75 | + "source": [] |
| 76 | + } |
| 77 | + ], |
| 78 | + "metadata": { |
| 79 | + "kernelspec": { |
| 80 | + "display_name": "Python 3 (ipykernel)", |
| 81 | + "language": "python", |
| 82 | + "name": "python3" |
| 83 | + }, |
| 84 | + "language_info": { |
| 85 | + "codemirror_mode": { |
| 86 | + "name": "ipython", |
| 87 | + "version": 3 |
| 88 | + }, |
| 89 | + "file_extension": ".py", |
| 90 | + "mimetype": "text/x-python", |
| 91 | + "name": "python", |
| 92 | + "nbconvert_exporter": "python", |
| 93 | + "pygments_lexer": "ipython3", |
| 94 | + "version": "3.8.10" |
| 95 | + } |
| 96 | + }, |
| 97 | + "nbformat": 4, |
| 98 | + "nbformat_minor": 5 |
| 99 | +} |
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