{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Filtros recursivos, o de respuesta al impulso infinita (IIR)\n", " \n", "\n", "#### Por Mariano Llamedo Soria" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Resumen \n", "\n", "En este notebook se ejemplifica el diseño de filtros IIR mediante las funciones de síntesis digital directa de [scipy.signal](https://docs.scipy.org/doc/scipy/reference/signal.html#).\n", "\n", "* Análisis de la respuesta en frecuencia: [plot_plantilla](https://pytc2.readthedocs.io/en/latest/autoapi/pytc2/sistemas_lineales/index.html#pytc2.sistemas_lineales.plot_plantilla)\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Se inicializa el entorno de simulación con los módulos utilizados.\n" ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "scrolled": true }, "outputs": [], "source": [ "\n", "import sympy as sp\n", "import numpy as np\n", "import scipy.signal as sig\n", "import matplotlib.pyplot as plt\n", "\n", "# Gráficos interactivos\n", "#%matplotlib ipympl\n", "# Gráficos estáticos\n", "#%matplotlib inline\n", "\n", "from pytc2.sistemas_lineales import plot_plantilla\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Diseño digital directo\n", "\n", "Dejando atrás el método de la transformada bilineal, pasamos a los métodos directos, donde las funciones de diseño operan directamente sobre una plantilla completamente digital. Esto simplifica enormemente el diseño, como se mostrará en los siguientes ejemplos, a partir de la plantilla que usamos en el [notebook anterior](sintesis_digital_bilineal.ipynb):\n" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 2, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Tipo de aproximación.\n", " \n", "aprox_name = 'butter'\n", "# aprox_name = 'cheby1'\n", "# aprox_name = 'cheby2'\n", "# aprox_name = 'ellip'\n", "\n", "# Por qué no hay bessel ?\n", "#aprox_name = 'bessel'\n", "\n", "# Requerimientos de plantilla\n", "\n", "filter_type = 'lowpass'\n", "# filter_type = 'highpass'\n", "# filter_type = 'bandpass'\n", "# filter_type = 'bandstop'\n", "\n", "\n", "# plantillas normalizadas a Nyquist y en dB\n", "\n", "if filter_type == 'lowpass':\n", "\n", " # fpass = 1/2/np.pi # \n", " fpass = 0.25 # \n", " ripple = 0.5 # dB\n", " fstop = 0.6 # Hz\n", " attenuation = 40 # dB\n", "\n", "elif filter_type == 'highpass':\n", "\n", " fpass = 0.6 \n", " ripple = 0.5 # dB\n", " fstop = 0.25\n", " attenuation = 40 # dB\n", "\n", "elif filter_type == 'bandpass':\n", "\n", " fpass = np.array( [0.4, 0.6] ) \n", " ripple = 0.5 # dB\n", " fstop = np.array( [0.25, 0.75] ) \n", " attenuation = 40 # dB\n", " \n", "else:\n", "\n", " # bandstop\n", " fpass = np.array( [0.25, 0.75] ) \n", " ripple = 0.5 # dB\n", " fstop = np.array( [0.4, 0.6] ) \n", " attenuation = 40 # dB\n", "\n", "\n", " # Cálculo del filtro\n", "\n", "# frecuencia de muestreo normalizada (Nyquist = 1)\n", "fs = 2\n", "\n", "if aprox_name == 'butter':\n", "\n", " order, wcutof = sig.buttord( 2*np.pi*fpass*fs/2, 2*np.pi*fstop*fs/2, ripple, attenuation, analog=True)\n", " orderz, wcutofz = sig.buttord( fpass, fstop, ripple, attenuation, analog=False)\n", "\n", "elif aprox_name == 'cheby1':\n", "\n", " order, wcutof = sig.cheb1ord( 2*np.pi*fpass*fs/2, 2*np.pi*fstop*fs/2, ripple, attenuation, analog=True)\n", " orderz, wcutofz = sig.cheb1ord( fpass, fstop, ripple, attenuation, analog=False)\n", " \n", "elif aprox_name == 'cheby2':\n", "\n", " order, wcutof = sig.cheb2ord( 2*np.pi*fpass*fs/2, 2*np.pi*fstop*fs/2, ripple, attenuation, analog=True)\n", " orderz, wcutofz = sig.cheb2ord( fpass, fstop, ripple, attenuation, analog=False)\n", " \n", "elif aprox_name == 'ellip':\n", " \n", " order, wcutof = sig.ellipord( 2*np.pi*fpass*fs/2, 2*np.pi*fstop*fs/2, ripple, attenuation, analog=True)\n", " orderz, wcutofz = sig.ellipord( fpass, fstop, ripple, attenuation, analog=False)\n", "\n", "\n", "# Diseño del filtro analógico\n", "\n", "num, den = sig.iirfilter(order, wcutof, rp=ripple, rs=attenuation, btype=filter_type, analog=True, ftype=aprox_name)\n", "\n", "my_analog_filter = sig.TransferFunction(num,den)\n", "my_analog_filter_desc = aprox_name + '_ord_' + str(order) + '_analog'\n", "\n", "# Diseño del filtro digital\n", "\n", "numz, denz = sig.iirfilter(orderz, wcutofz, rp=ripple, rs=attenuation, btype=filter_type, analog=False, ftype=aprox_name)\n", "\n", "my_digital_filter = sig.TransferFunction(numz, denz, dt=1/fs)\n", "my_digital_filter_desc = aprox_name + '_ord_' + str(orderz) + '_digital'\n", "\n", "\n", "\n", "# Plantilla de diseño\n", "\n", "plt.figure(1)\n", "plt.cla()\n", "\n", "npoints = 1000\n", "w_nyq = 2*np.pi*fs/2\n", "\n", "w, mag, _ = my_analog_filter.bode(npoints)\n", "plt.plot(w/w_nyq, mag, label=my_analog_filter_desc)\n", "\n", "w, mag, _ = my_digital_filter.bode(npoints)\n", "plt.plot(w/w_nyq, mag, label=my_digital_filter_desc)\n", "\n", "plt.title('Plantilla de diseño')\n", "plt.xlabel('Frecuencia normalizada a Nyq [#]')\n", "plt.ylabel('Amplitud [dB]')\n", "plt.grid(which='both', axis='both')\n", "\n", "plt.gca().set_xlim([0, 1])\n", "\n", "plot_plantilla(filter_type = filter_type , fpass = fpass, ripple = ripple , fstop = fstop, attenuation = attenuation, fs = fs)\n", "\n", "plt.legend()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "En el ejemplo anterior, se observa que la función de diseño digital (y analógico) opera directamente sobre la plantilla y calcula el orden y la frecuencia de corte del filtro, para luego proceder directamente al cálculo de los coeficientes de la función que dan lugar al filtro. Esto se realiza con dos funciones, y como se verá más adelante, puede simplificarse a una sola función.\n", "\n", "Sin embargo, el diseño **ya no es iterativo**, se obtiene el filtro deseado en un solo paso, y como ya se mostró con anterioridad, el filtro digital es de menor orden que el analógico **para esta plantilla en concoreto**.\n", "\n", "Se verá en el ejemplo final, cómo se simplifica al máximo el diseño de filtros mediante la función [iirdesign](https://docs.scipy.org/doc/scipy/reference/generated/scipy.signal.iirdesign.html) de [scipy.signal](https://docs.scipy.org/doc/scipy/reference/signal.html)." ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "scrolled": true }, "outputs": [], "source": [ "\n", "# re-Diseño del filtro analógico\n", "num, den = sig.iirdesign(wp = fpass *2*np.pi*fs/2,\n", " ws = fstop *2*np.pi*fs/2,\n", " gpass = ripple,\n", " gstop = attenuation,\n", " ftype=aprox_name,\n", " output = 'ba',\n", " analog=True)\n", "\n", "my_analog_filter = sig.TransferFunction(num,den)\n", "my_analog_filter_desc = aprox_name + '_ord_' + str(order) + '_analog'\n", "\n", "\n", "# re-Diseño del filtro digital\n", "numz, denz = sig.iirdesign(wp = fpass,\n", " ws = fstop,\n", " gpass = ripple,\n", " gstop = attenuation,\n", " ftype=aprox_name,\n", " output = 'ba',\n", " analog=False,\n", " fs = fs)\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Se observa cómo se simplifica enormemente el diseño de los filtros con los métodos directos. El siguiente paso será el análisis de sus respuestas en frecuencia." ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "my_digital_filter = sig.TransferFunction(numz, denz, dt=1/fs)\n", "my_digital_filter_desc = aprox_name + '_ord_' + str(orderz) + '_digital'\n", "\n", "\n", "# Plantilla de diseño\n", "\n", "plt.figure(1)\n", "plt.cla()\n", "\n", "npoints = 1000\n", "w_nyq = 2*np.pi*fs/2\n", "\n", "w, mag, _ = my_analog_filter.bode(npoints)\n", "plt.plot(w/w_nyq, mag, label=my_analog_filter_desc)\n", "\n", "w, mag, _ = my_digital_filter.bode(npoints)\n", "plt.plot(w/w_nyq, mag, label=my_digital_filter_desc)\n", "\n", "plt.title('Plantilla de diseño')\n", "plt.xlabel('Frecuencia normalizada a Nyq [#]')\n", "plt.ylabel('Amplitud [dB]')\n", "plt.grid(which='both', axis='both')\n", "\n", "plt.gca().set_xlim([0, 1])\n", "\n", "plot_plantilla(filter_type = filter_type , fpass = fpass, ripple = ripple , fstop = fstop, attenuation = attenuation, fs = fs)\n", "plt.legend()\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "El resultado es exactamente el mismo que con los métodos anteriores, con algunas ventajas. En caso que la plantilla de diseño sea más exigente, y en consecuencia el filtro sea de **mayor orden**, se puede pedir que el filtro se implemente como una cascada de secciones de segundo orden (**SOS**)." ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "\n", "# Diseño del filtro digital más exigente\n", "sos_filter = sig.iirdesign( wp = fpass,\n", " ws = fpass+0.05,\n", " gpass = ripple,\n", " gstop = attenuation,\n", " ftype=aprox_name,\n", " output = 'sos',\n", " analog=False,\n", " fs = fs)\n", "\n", "otra_desc = 'SOS - {:s} - orden:{:d}'.format(aprox_name, sos_filter.shape[0]*2)\n", "\n", "\n", "# Plantilla de diseño\n", "\n", "fig = plt.figure(1)\n", "plt.cla()\n", "\n", "npoints = 1000\n", "\n", "w, hh = sig.sosfreqz(sos_filter, worN=npoints)\n", "plt.plot(w/np.pi, 20*np.log10(np.abs(hh)), label=otra_desc)\n", "\n", "# filtro anterior, como referencia\n", "w, mag, _ = my_digital_filter.bode(npoints)\n", "plt.plot(w/w_nyq, mag, label=my_digital_filter_desc)\n", "\n", "plt.title('Plantilla de diseño')\n", "plt.xlabel('Frecuencia normalizada a Nyq [#]')\n", "plt.ylabel('Amplitud [dB]')\n", "plt.grid(which='both', axis='both')\n", "\n", "ax = plt.gca()\n", "ax.set_xlim([0, 1])\n", "ax.set_ylim([-60, 1])\n", "\n", "plot_plantilla(filter_type = filter_type , fpass = fpass, ripple = ripple , fstop = fstop, attenuation = attenuation, fs = fs)\n", "plt.legend()\n", "plt.show()\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Ahora revisamos en detalle la banda de paso" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ax.set_xlim([0, np.mean((fpass,fstop))])\n", "ax.set_ylim([-2*ripple, np.mean((-ripple,1)) ])\n", "fig" ] } ], "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": "3.10.16" }, "varInspector": { "cols": { "lenName": 16, "lenType": 16, "lenVar": 40 }, "kernels_config": { "python": { "delete_cmd_postfix": "", "delete_cmd_prefix": "del ", "library": "var_list.py", "varRefreshCmd": "print(var_dic_list())" }, "r": { "delete_cmd_postfix": ") ", "delete_cmd_prefix": "rm(", "library": "var_list.r", "varRefreshCmd": "cat(var_dic_list()) " } }, "types_to_exclude": [ "module", "function", "builtin_function_or_method", "instance", "_Feature" ], "window_display": false } }, "nbformat": 4, "nbformat_minor": 4 }