{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Filtros digitales a partir de filtros analógicos\n",
" \n",
"\n",
"#### Por Mariano Llamedo Soria"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Resumen \n",
"\n",
"En este documento se presenta el método de diseño de filtros digitales a partir de las mismas metodologías usadas para diseñar filtros analógicos. Se trata de un método sub-óptimo que se basa en la transforada bilineal.\n",
"\n",
"* Análisis de la respuesta en frecuencia: [analyze_sys](https://pytc2.readthedocs.io/en/latest/autoapi/pytc2/sistemas_lineales/index.html#pytc2.sistemas_lineales.analyze_sys), [group_delay](https://pytc2.readthedocs.io/en/latest/autoapi/pytc2/sistemas_lineales/index.html#pytc2.sistemas_lineales.group_delay), [plot_plantilla](https://pytc2.readthedocs.io/en/latest/autoapi/pytc2/sistemas_lineales/index.html#pytc2.sistemas_lineales.plot_plantilla)\n",
"* Funciones para presentación de markdown y latex: [print_subtitle](https://pytc2.readthedocs.io/en/latest/autoapi/pytc2/general/index.html#pytc2.general.print_subtitle), [print_latex](https://pytc2.readthedocs.io/en/latest/autoapi/pytc2/general/index.html#pytc2.general.print_latex), [a_equal_b_latex_s](https://pytc2.readthedocs.io/en/latest/autoapi/pytc2/general/index.html#pytc2.general.a_equal_b_latex_s)\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 group_delay, analyze_sys, plot_plantilla\n",
"from pytc2.general import print_latex, print_subtitle, a_equal_b_latex_s\n"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Transformada bilineal\n",
"\n",
"La transformada bilineal es una técnica que permite relacionar los filtros analógicos y digitales al mapear el plano complejo del dominio de Laplace de una función de transferencia analógica al plano complejo del dominio Z de una función de transferencia digital. Esto se logra mediante el núcleo de la transformación:\n",
"\n",
"$$ s = \\frac{2}{T} \\cdot \\frac{1 - z^{-1}}{1 + z^{-1}} = 2 \\cdot f_S \\cdot \\frac{z-1}{z+1} $$\n",
"\n",
"Donde:\n",
"\n",
"* $s$ es la variable compleja en el dominio de Laplace (analógico).\n",
"* $T = \\frac{1}{f_S}$ es el período de muestreo en segundos, o el recíproco de la frecuencia de muestreo.\n",
"* $z$ es la variable compleja en el dominio Z (digital).\n",
"\n",
"La transformada bilineal es útil porque preserva la ubicación relativa de las frecuencias en la transformación de un filtro analógico a uno digital. Esto significa que las características de frecuencia y la respuesta de un filtro analógico se conservan de manera aproximada en su versión digital, lo que facilita la transición entre ambos dominios, y sobretodo, **nos permite portar el conocimiento de los sistemas analógicos al mundo digital**. \n",
"\n",
"Se comienza con un ejemplo en el que se convertirá un filtro pasabajos Butterworth normalizado a su versión digital.\n"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {
"scrolled": true
},
"outputs": [
{
"data": {
"text/latex": [
"$\\displaystyle T(s)=\\frac{w_{0}^{2}}{s^{2} + w_{0}^{2} + \\frac{s w_{0}}{Q}}$"
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"text/latex": [
"$\\displaystyle T(z) = T(s) \\Big\\vert_{s = k_sym \\cdot \\frac{z - 1}{z + 1}}=\\frac{Q w_{0}^{2} \\left(z^{2} + 2 z + 1\\right)}{Q k^{2} + Q w_{0}^{2} - k w_{0} + z^{2} \\left(Q k^{2} + Q w_{0}^{2} + k w_{0}\\right) + z \\left(- 2 Q k^{2} + 2 Q w_{0}^{2}\\right)}$"
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"\n",
"#%% Resolución simbólica \n",
"\n",
"s, z = sp.symbols('s z', complex=True)\n",
"k_sym, fs, Q, w0 = sp.symbols('k fs Q w0', real=True, positive=True)\n",
"\n",
"Ts = w0**2/(s**2+s*w0/Q+w0**2)\n",
"fz = k_sym * (z-1)/(z+1)\n",
"\n",
"Tz = sp.collect(sp.simplify(sp.expand(sp.simplify(sp.expand(Ts.subs(s, fz))))), z)\n",
"\n",
"\n",
"print_latex(a_equal_b_latex_s('T(s)', Ts))\n",
"print_latex(a_equal_b_latex_s(r'T(z) = T(s) \\Big\\vert_{s = k_sym \\cdot \\frac{z - 1}{z + 1}}', Tz))\n",
"\n",
"\n",
"# display(Tz.subs(k_sym, 2*fs))\n"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Como se puede notar, la expresión de $T(z)$ se complica **notablemente** respecto a la expresión original de $T(s)$. Esto pone de manifiesto que el abordaje y diseño de los filtros digitales, rara vez se abordará desde el *lápiz y papel*, y por lo general se realizará mediante **métodos numéricos**.\n",
"\n",
"### Análisis numérico\n",
"\n",
"Recordar que la transformada bilineal requiere que se defina un **único** parámetro $k=2.f_S$, pero que puede alterarse de forma tal de compensar la falta de linealidad (*warping*) al mapear las frecuencias analógicas y digitales. Para ello basta con definir \n",
"\n",
"$$ k = \\frac{2\\omega_0}{\\tan(\\frac{\\omega_0}{2.f_S})}, $$\n",
"\n",
"siendo $\\omega_0$ la pulsación analógica a la cual se pretende lograr que $T(z=1.e^{j\\Omega_0}) = T(s=j\\omega_0)$. Es decir que tanto la transferencia analógica como digital, serán **exactamente iguales** en módulo y fase **solo** para $\\omega_0$\n",
"\n",
"En el siguiente ejemplo se demuestra el uso de la transformada bilineal para tres frecuencias de muestreo relativas a la frecuencia de corte analógica (3, 5, y 10 veces $\\omega_0$), donde se calcula el *k de prewarping* para cada filtro digital resultante, de forma tal que **coincidan las tres transferencias** a la frecuencia de corte del filtro analógico."
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"(0.0, 3.0)"
]
},
"execution_count": 3,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"#%matplotlib ipympl\n",
"\n",
"# filtro analógico Butterworth normalizado\n",
"ww = 1 # r/s\n",
"QQ = np.sqrt(2)/2\n",
"\n",
"# w0=2*np.pi*f0, entonces la mínima frecuencia para que f0 esté en banda digital:\n",
"# > 1 * w0/2/np.pi\n",
"allfs = np.array([ 3, # correctamente muestreado\n",
" 5, # holgadamente muestreado\n",
" 10 ]) * ww/2/np.pi # sobremuestreado\n",
"\n",
"all_sys = []\n",
"all_sys_desc = []\n",
"\n",
"plt.close('all')\n",
"\n",
"for this_fs in allfs:\n",
"\n",
" # sin prewarp\n",
" # k_bilineal = 2*this_fs; \n",
"\n",
" # con prewarp\n",
" # prewarping a w0 = ww = 1 (frecuencia de corte)\n",
" k_bilineal = ww/np.tan(ww/2/this_fs); \n",
"\n",
" thiz_tz = sp.simplify(sp.expand(Tz.subs({k_sym:k_bilineal, Q:QQ, w0:ww})))\n",
" \n",
" num, den = sp.fraction(thiz_tz)\n",
"\n",
" num = sp.Poly(num,z)\n",
" den = sp.Poly(den,z)\n",
"\n",
" numz = np.array(num.all_coeffs()).astype(np.float64)\n",
" denz = np.array(den.all_coeffs()).astype(np.float64)\n",
"\n",
" my_df = sig.TransferFunction(numz, denz, dt=1/this_fs)\n",
"\n",
" all_sys += [my_df]\n",
" all_sys_desc += ['fs={:3.0f} .$\\omega_0$'.format(this_fs/(ww/2/np.pi))]\n",
"\n",
"# Visualizamos su respuesta en frecuencia\n",
"figaxes = analyze_sys(all_sys, all_sys_desc)\n",
"\n",
"\n",
"# Haremos notar que el prewarp es capaz de fijar la igualdad de la respuesta \n",
"# del sistema independientemente de la frecuencia de muestreo.\n",
"\n",
"# Respuesta de módulo acotada\n",
"# figaxes[0][1][0].set_ylim(bottom=-10, top=2)\n",
"\n",
"# Respuesta de módulo\n",
"figaxes[0][1][0].set_ylim(bottom=-60,top=2)\n",
"\n",
"# Respuesta de retardo\n",
"figaxes[3][1].set_ylim(bottom=0, top=3)\n",
"\n"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Notar que para $T(e^{j1}) = T(j1)$, todas las respuestas coinciden con la respuesta del prototipo analógico, ya que así lo forzamos en la constante $k$ que utilizamos para el *prewarping*.\n",
"\n",
"Esto no necesariamente es así si se utliza la constante $k = 2.f_S$ como se muestra en el siguiente ejemplo, **sin modificar el prototipo analógico**, se obtienen tres filtros digitales diferentes:"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"(0.0, 5.0)"
]
},
"execution_count": 4,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"all_sys = []\n",
"all_sys_desc = []\n",
"\n",
"plt.close('all')\n",
"\n",
"for this_fs in allfs:\n",
"\n",
" # sin prewarp\n",
" k_bilineal = 2*this_fs; \n",
" # con prewarp\n",
" #k_bilineal = ww/np.tan(ww/2/this_fs); \n",
"\n",
" thiz_tz = sp.simplify(sp.expand(Tz.subs({k_sym:k_bilineal, Q:QQ, w0:ww})))\n",
" \n",
" num, den = sp.fraction(thiz_tz)\n",
"\n",
" num = sp.Poly(num,z)\n",
" den = sp.Poly(den,z)\n",
"\n",
" numz = np.array(num.all_coeffs()).astype(np.float64)\n",
" denz = np.array(den.all_coeffs()).astype(np.float64)\n",
"\n",
" my_df = sig.TransferFunction(numz, denz, dt=1/this_fs)\n",
"\n",
" all_sys += [my_df]\n",
" all_sys_desc += ['fs={:3.0f} .$\\omega_0$'.format(this_fs/(ww/2/np.pi))]\n",
"\n",
"\n",
"# Visualizamos su respuesta en frecuencia\n",
"figaxes = analyze_sys(all_sys, all_sys_desc)\n",
"\n",
"# Haremos notar que el prewarp es capaz de fijar la igualdad de la respuesta \n",
"# del sistema independientemente de la frecuencia de muestreo.\n",
"\n",
"# Respuesta de módulo\n",
"figaxes[0][1][0].set_ylim(bottom=-10,top=2)\n",
"\n",
"# Respuesta de retardo\n",
"figaxes[3][1].set_ylim(bottom=0, top=5)\n",
"\n"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Luego, como son tres filtros digitales diferentes, existen diversas interpretaciones de sus respuestas de módulo y fase. Por ejemplo si analizamos los filtros implementados **a una misma frecuencia de muestreo normalizada**, se evidencian las diferencias en el ancho de banda digital normalizado **entre 0 y la frecuencia de Nyquist**. \n",
"\n",
"**NOTA:** Se dejan comentados otros ejemplos para que los pruebe cada lector interesado."
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"(0.0, 5.0)"
]
},
"execution_count": 5,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"#%matplotlib ipympl\n",
"# Desnormalizado en Hz\n",
"#figaxes = analyze_sys(all_sys, all_sys_desc, xaxis=\"freq\")\n",
"\n",
"# Normalizado respecto al de mayor fs (Hz)\n",
"figaxes = analyze_sys(all_sys, all_sys_desc, fs=allfs[-1]/2)\n",
"\n",
"# Respuesta de módulo\n",
"figaxes[0][1][0].set_ylim(bottom=-60,top=2)\n",
"\n",
"# Respuesta de retardo\n",
"figaxes[3][1].set_ylim(bottom=0, top=5)\n",
"\n"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Diseño de filtros recursivos mediante la transformada bilineal\n",
"\n",
"Una vez que comprendemos el uso de la transformada bilineal y cómo opera en la conversión de dominios, se puede avanzar en una metodología más completa, desde la elaboración de la plantilla del filtro objetivo hasta el análisis del filtro calculado. Procederemos con un ejemplo de diseño para un filtro pasabajo."
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"image/png": 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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# Requerimientos de plantilla\n",
"\n",
"# Tipo de aproximación.\n",
"aprox_name = 'Butterworth'\n",
"# aprox_name = 'Chebyshev1'\n",
"# aprox_name = 'Chebyshev2'\n",
"# aprox_name = 'Cauer'\n",
"\n",
"# prototipo analógico\n",
"filter_type = 'lowpass'\n",
"\n",
"f0 = 0.25 # normalizado respecto a nyq (fs/2)\n",
"ww0 = 2*np.pi*f0 # \n",
"\n",
"ripple = 0.5\n",
"attenuation = 40\n",
"order2analyze = 2\n",
"\n",
"# para visualizar la plantilla\n",
"fpass = f0 # \n",
"fstop = 0.6 # \n",
"\n",
"\n",
"# frecuencia de muestreo (solo será útil para el caso desnormalizado)\n",
"fs = 2\n",
"# fs = 2*np.pi\n",
"\n",
"# Prewarp\n",
"# la función bilinear de scipy espera la fs como parámetro de ajuste.\n",
"# por eso le pasaremos fpw/2.\n",
"# fpw = 2*fs; # sin prewarp\n",
"# prewarp para que se iguale la transferencia en módulo y fase para w0.\n",
"fpw = ww0/np.tan(ww0/2/fs)\n",
"\n",
"\n",
"all_sys = []\n",
"analog_filters = []\n",
"digital_filters = []\n",
"\n",
"filter_names = []\n",
"analog_filters_names = []\n",
"digital_filters_names = []\n",
"\n",
"if aprox_name == 'Butterworth':\n",
"\n",
" eps = np.sqrt(10**(ripple/10)-1)\n",
" \n",
" z,p,k = sig.buttap(order2analyze)\n",
"\n",
" # Desnormalizamos para cumplir con el ripple\n",
" z, p, k = sig.lp2lp_zpk(z, p, k, wo=ww0*eps**(-1/order2analyze) )\n",
"\n",
"elif aprox_name == 'Chebyshev1':\n",
"\n",
" z,p,k = sig.cheb1ap(order2analyze, ripple)\n",
"\n",
" z, p, k = sig.lp2lp_zpk(z, p, k, wo=ww0 )\n",
" \n",
"elif aprox_name == 'Chebyshev2':\n",
"\n",
" z,p,k = sig.cheb2ap(order2analyze, attenuation)\n",
"\n",
" z, p, k = sig.lp2lp_zpk(z, p, k, wo= 2*np.pi*fstop )\n",
" \n",
"elif aprox_name == 'Cauer':\n",
" \n",
" z,p,k = sig.ellipap(order2analyze, ripple, attenuation)\n",
"\n",
" z, p, k = sig.lp2lp_zpk(z, p, k, wo=ww0 )\n",
"\n",
"num, den = sig.zpk2tf(z,p,k)\n",
"\n",
"my_analog_filter = sig.TransferFunction(num,den)\n",
"my_analog_filter_desc = aprox_name + '_ord_' + str(order2analyze) + '_analog'\n",
"\n",
"all_sys.append(my_analog_filter)\n",
"filter_names.append(my_analog_filter_desc)\n",
"\n",
"analog_filters.append(my_analog_filter)\n",
"analog_filters_names.append(my_analog_filter_desc)\n",
"\n",
"# Transformamos el filtroorder2analyze analógico mediante la transformada bilineal\n",
"numz, denz = sig.bilinear(num, den, fpw/2)\n",
"\n",
"my_digital_filter = sig.TransferFunction(numz, denz, dt=1/fs)\n",
"my_digital_filter_desc = aprox_name + '_ord_' + str(order2analyze) + '_digital'\n",
"\n",
"all_sys.append(my_digital_filter)\n",
"filter_names.append(my_digital_filter_desc)\n",
"\n",
"figaxes = analyze_sys(all_sys, filter_names, xaxis = \"freq\")\n",
"\n",
"\n",
"# Respuesta de módulo\n",
"figaxes[0][1][0].set_ylim(bottom=-60,top=2)\n",
"\n",
"# Respuesta de retardo\n",
"figaxes[3][1].set_ylim(bottom=0, top=2)\n",
"\n",
"# Respuesta de módulo\n",
"plt.sca(figaxes[0][1][0])\n",
"\n",
"plot_plantilla(filter_type = filter_type , fpass = fpass, ripple = ripple , fstop = fstop, attenuation = attenuation, fs = fs)\n"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Algunas observaciones sobre el diseño digital a partir del prototipo analógico:\n",
"\n",
"* La transferencia de ambos filtros no coinciden, especialmente en las frecuencias cercanas a Nyquist.\n",
"* El filtro digital, al tener ceros en Nyquist (ver PZmap), decrece con mayor pendiente que el filtro analógico.\n",
"* Esto anticipa que para la plantilla del ejemplo, muy próxima en su transición a la frecuencia de Nyquist, el filtro digital (azul) cumplirá con el requerimiento mucho antes que el filtro analógico (naranja) a medida que se aumente el orden en las siguientes iteraciones.\n",
"\n",
"Esto evidencia las **limitaciones** que tiene esta metodología para alcanzar una plantilla de diseño, y en los siguientes notebooks se presentarán herramientas más sofisticadas para el diseño digital directo.\n",
"\n",
"Comenzaremos con aumentar el orden del filtro objetivo:"
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {},
"outputs": [],
"source": [
"order2analyze = 5\n"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Luego repetimos el diseño y análisis"
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"image/png": 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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"all_sys = []\n",
"analog_filters = []\n",
"digital_filters = []\n",
"\n",
"filter_names = []\n",
"analog_filters_names = []\n",
"digital_filters_names = []\n",
"\n",
"if aprox_name == 'Butterworth':\n",
"\n",
" eps = np.sqrt(10**(ripple/10)-1)\n",
" \n",
" z,p,k = sig.buttap(order2analyze)\n",
"\n",
" # Desnormalizamos para cumplir con el ripple\n",
" z, p, k = sig.lp2lp_zpk(z, p, k, wo=ww0*eps**(-1/order2analyze) )\n",
"\n",
"elif aprox_name == 'Chebyshev1':\n",
"\n",
" z,p,k = sig.cheb1ap(order2analyze, ripple)\n",
"\n",
" z, p, k = sig.lp2lp_zpk(z, p, k, wo=ww0 )\n",
" \n",
"elif aprox_name == 'Chebyshev2':\n",
"\n",
" z,p,k = sig.cheb2ap(order2analyze, attenuation)\n",
"\n",
" z, p, k = sig.lp2lp_zpk(z, p, k, wo= 2*np.pi*fstop )\n",
" \n",
"elif aprox_name == 'Cauer':\n",
" \n",
" z,p,k = sig.ellipap(order2analyze, ripple, attenuation)\n",
"\n",
" z, p, k = sig.lp2lp_zpk(z, p, k, wo=ww0 )\n",
"\n",
"num, den = sig.zpk2tf(z,p,k)\n",
"\n",
"my_analog_filter = sig.TransferFunction(num,den)\n",
"my_analog_filter_desc = aprox_name + '_ord_' + str(order2analyze) + '_analog'\n",
"\n",
"all_sys.append(my_analog_filter)\n",
"filter_names.append(my_analog_filter_desc)\n",
"\n",
"analog_filters.append(my_analog_filter)\n",
"analog_filters_names.append(my_analog_filter_desc)\n",
"\n",
"# Transformamos el filtroorder2analyze analógico mediante la transformada bilineal\n",
"numz, denz = sig.bilinear(num, den, fpw/2)\n",
"\n",
"my_digital_filter = sig.TransferFunction(numz, denz, dt=1/fs)\n",
"my_digital_filter_desc = aprox_name + '_ord_' + str(order2analyze) + '_digital'\n",
"\n",
"all_sys.append(my_digital_filter)\n",
"filter_names.append(my_digital_filter_desc)\n",
"\n",
"figaxes = analyze_sys(all_sys, filter_names, xaxis = \"freq\")\n",
"\n",
"# Respuesta de módulo\n",
"figaxes[0][1][0].set_ylim(bottom=-60,top=2)\n",
"\n",
"plt.sca(figaxes[0][1][0])\n",
"\n",
"plot_plantilla(filter_type = filter_type , fpass = fpass, ripple = ripple , fstop = fstop, attenuation = attenuation, fs = fs)\n",
"\n",
"# Respuesta de retardo\n",
"figaxes[3][1].set_ylim(bottom=0, top=7)\n",
"\n",
"plt.figure(1)\n",
"plt.figure(2)\n",
"plt.figure(3)\n",
"plt.figure(4)\n",
"plt.show()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Se nota que el filtro digital **cumple** con la plantilla mientras que el analógico **no lo hace**. Esto demuestra que el método de diseño basado en la transformada bilineal tiene importantes limitaciones, que serán remediadas con herramientas más sofisticadas. Invitamos a quien tenga interés a revisar los siguientes notebooks."
]
}
],
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