{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "### Convolução Overlapp Add\n", "***\n", "Aluno: Alysson Machado de O. Barbosa" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import matplotlib.pyplot as plt\n", "import numpy as np" ] }, { "cell_type": "code", "execution_count": 22, "metadata": {}, "outputs": [], "source": [ "# Parâmetros do sinal\n", "N = 128 # Número total de amostras\n", "n = np.arange(N) # Geração de n\n", "\n", "# Sinal x(n) \n", "x = np.cos(2 * np.pi * n / 21)\n", "\n", "# Sinal de interferência eta(n)\n", "eta = 0.2 * (-1) ** n\n", "\n", "# Sinal r(n) - soma de x(n) e η(n)\n", "r = x + eta" ] }, { "cell_type": "code", "execution_count": 35, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Configuração do tamanho das plotagens\n", "plt.figure(figsize = (10, 8))\n", "\n", "# Reprentação do sinal x(n) graficamente\n", "plt.subplot(2, 1, 1)\n", "plt.plot(x, label = 'x(n)')\n", "plt.title('Sinal x(n)')\n", "plt.xlabel('n')\n", "plt.ylabel('Amplitude')\n", "plt.legend()\n", "plt.grid(True)\n", "\n", "# Representação do sinal r(n) graficamente\n", "plt.subplot(2, 1, 2)\n", "plt.plot(r, label = 'r(n)')\n", "plt.title('Sinal r(n)')\n", "plt.xlabel('n')\n", "plt.ylabel('Amplitude')\n", "plt.legend()\n", "plt.grid(True)\n", "\n", "# Configurando o título geral e os layouts do gráfico\n", "plt.suptitle('Representação dos sinais x(n) e r(n) = x(n) + η(n)')\n", "plt.tight_layout()\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 36, "metadata": {}, "outputs": [], "source": [ "# Definindo o filtro h(n), representando o filtro da média móvel\n", "h = np.array([0.5, 0.5]) \n", "# Realizando a convolução do sinal de entrada ruidoso com o filtro da média móvel\n", "convolucao = np.convolve(r, h, mode = 'same')" ] }, { "cell_type": "code", "execution_count": 39, "metadata": {}, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Configuração do tamanho das plotagens\n", "plt.figure(figsize = (10, 4))\n", "\n", "# Reprentação do sinal x(n) graficamente\n", "plt.plot(r, label = 'r(n)')\n", "plt.plot(convolucao, label = 'r(n) convoluido com h(n)')\n", "plt.title('Sinal de entrada r(n) convoluido com h(n)')\n", "plt.xlabel('n')\n", "plt.ylabel('Amplitude')\n", "plt.legend()\n", "plt.grid(True)\n", "\n", "# Configurando o título geral e os layouts do gráfico\n", "plt.tight_layout()\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Esse filtro funciona como um filtro de média móvel, que é uma técnica usada para destacar padrões e tendências em sinais de longo prazo. Além disso, pode ser utilizada para suavizar um sinal removendo flutuações de ruídos. \n", "\n", "\n", "O filtro da média móvel foi definido como uma janela de dois pontos, significando que ele vai calcular a média dos dois pontos adjacentes do sinal de entrada. \n", "\n", "No nosso exemplo, quando a convolução desse filtro foi feito com o sinal r(n), houve uma redução nas flutuações de ruído." ] } ], "metadata": { "kernelspec": { "display_name": "pds-ufcg", "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": "3.11.2" } }, "nbformat": 4, "nbformat_minor": 2 }