{
"cells": [
{
"cell_type": "markdown",
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"source": [
"# Tipos de filtros FIR de fase lineal y sus aplicaciones\n",
"
\n",
"\n",
"#### Por Mariano Llamedo Soria"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Resumen \n",
"\n",
"En este notebook se ejemplifica el diseño de filtros FIR simétricos. Se diseñarán filtros de los 4 tipos de simetría y se propondrán aplicaciones concretas para cada uno.\n",
"\n",
"* Análisis de la respuesta en frecuencia: [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 de diseño digital [fir_design_ls](https://pytc2.readthedocs.io/en/latest/autoapi/pytc2/filtros_digitales/index.html#pytc2.filtros_digitales.fir_design_ls), [fir_design_pm](https://pytc2.readthedocs.io/en/latest/autoapi/pytc2/filtros_digitales/index.html#pytc2.filtros_digitales.fir_design_pm)\n"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Introducción\n",
"\n",
"En los notebooks anteriores se presentó que la respuesta de fase de un filtro FIR será **perfectamente** lineal si su respuesta al impulso presenta algún tipo de simetría, par o impar, respecto a la muestra $M$-ésima. Por otro lado, la respuesta de módulo también presentará particularidades si **el tamaño** de dicha respuesta es par o impar. Ambas propiedades de la respuesta al impulso terminan conformando la siguiente tabla que determina cuatro tipos de FIR's.\n",
"\n",
"| **Tipo** | **Simetría** | **Longitud** | $M$ \n",
"|----------|--------------|--------------|-------------------|\n",
"| **I** | Par | Impar | $ \\frac{L-1}{2} $ |\n",
"| **II** | Par | Par | $ \\frac{L}{2} $ |\n",
"| **III** | Impar | Impar | $ \\frac{L-1}{2} $ |\n",
"| **IV** | Impar | Par | $ \\frac{L}{2} $ |\n",
"\n",
"Dado que la respuesta de fase es lineal, la demora o retardo del filtro será **constante** y de de $M$ muestras.\n",
"\n",
"Recordando que la respuesta en frecuencia de un FIR se expresa como\n",
"\n",
"$$\n",
"H(\\Omega) = H_R(\\Omega) \\cdot e^{j \\cdot \\varphi(\\Omega)}\n",
"$$\n",
"\n",
"siendo\n",
"\n",
"$$\n",
"H_R(\\Omega) = Q(\\Omega) \\cdot A(\\Omega)\n",
"$$\n",
"\n",
"siendo\n",
"\n",
"$$\n",
"A(\\Omega) = \\sum_{k=0}^{M-1} a(k) \\cdot \\cos(k \\Omega)\n",
"$$\n",
"\n",
"entonces la respuesta de módulo estará condicionada al tipo de filtro FIR según la tabla que se muestra a continuación\n",
"\n",
"| **Tipo** | $ Q(\\Omega) $ | $H_R(0)$ | $H_R(\\pi)$ | Preferencias |\n",
"|----------|----------|------------|---------------|---------------|\n",
"| **I** | 1 | $A(\\Omega)$ | $A(\\Omega)$ | LP-HP-BP |\n",
"| **II** | $ \\cos{(\\Omega/2)} $ | $A(\\Omega)$ | 0 | LP-BP |\n",
"| **III** | $ \\sin{(\\Omega)} $ | 0 | 0 | Hilbert - Derivador |\n",
"| **IV** | $ \\sin{(\\Omega/2)} $ | 0 | $A(\\Omega)$ | Hilbert - Derivador |\n"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Algoritmos de diseño sugeridos\n",
"\n",
"Desde el punto de vista del usuario diseñador de filtros, los dos métodos más eficientes son claramente los que permiten especificar directamente la plantilla de requerimientos como argumento. Esto significa que siempre será preferible el algoritmo de [Parks-Mc Clellan](PM_Remez_Filter_Design.ipynb) en primera instancia. En caso de haber problemas de convergencia, se usará el enfoque de [cuadrados mínimos](Least_Squares_Filter_Design), y solo en caso de ser necesario queda el [método de ventanas](ejnb_filtros_FIR.ipynb). Este último método, si bien es menos práctico ya que no podemos indicarle la plantilla de forma directa, garantiza el diseño de un filtro FIR para cualquier requerimiento. Es, sin embargo, su única dificultad que calcule un filtro con una cantidad de coeficientes prohibitiva para la implementación práctica. Todos los métodos de diseño ya fueron explicados en detalle y están implementados en PyTC2.\n",
"\n",
"En las siguientes celdas, se ejemplifican algunos diseños elementales para cada tipo de filtros (I-IV). Se finalizará este notebook con un ejemplo de aplicación de los tipos III y IV funcionando como derivadores y transformadores de Hilbert. Si bien estos tipos de FIR carecen de aplicación en una asignatura de Teoría de Redes o Circuitos donde se estudian filtros, son ampliamente utilizados en Comunicaciones analógicas y digitales por su practicidad para la demodulación de amplitud y/o fase.\n"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Ejemplos de diseño\n",
"\n",
"### Pasabajos tipo I\n",
"\n",
"Recordando que el tamaño en coeficientes ($L$) y el orden de un filtro FIR ($O$) se relacionan como $L = O + 1$. Entonces el siguiente filtro pasabajos cumplirá con la siguiente plantilla:\n",
"\n",
"* $O$ = 22 (23 coeficientes)\n",
"* $f_p$ = 0.4 (fin de la banda de paso)\n",
"* $f_s$ = 0.6 (comienzo de la banda de detenida)\n",
"* ripple = 0.5 dB\n",
"* attenuation = 40 dB\n"
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Convergencia exitosa!\n"
]
},
{
"data": {
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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Ripple PM: 0.0965 dB\n",
"Ripple LS: 0.1628 dB\n",
"Atenuación PM: 45.0261 dB\n",
"Atenuación LS: 37.7599 dB\n"
]
}
],
"source": [
"import numpy as np\n",
"import matplotlib.pyplot as plt\n",
"from scipy.signal import freqz\n",
"\n",
"from pytc2.filtros_digitales import fir_design_pm, fir_design_ls\n",
"from pytc2.sistemas_lineales import plot_plantilla, group_delay\n",
"\n",
"# Parámetros comunes del filtro Pasa Bajos\n",
"order = 22\n",
"fs = 2.0\n",
"fpass = 0.4\n",
"fstop = 0.6\n",
"ripple = 0.5 # dB\n",
"attenuation = 40 # dB\n",
"lgrid = 16\n",
"\n",
"# Definir las bandas de paso y corte\n",
"band_edges = [0, fpass, fstop, 1.0]\n",
"desired = [1, 1, 0, 0]\n",
"\n",
"# Desviaciones permisibles en dB\n",
"d = np.array([-ripple, -attenuation]) # En dB\n",
"d = 10**(d/20) # Convertir de dB a lineal\n",
"d = np.array([(1-d[0]), d[1]])\n",
"\n",
"# Diseño del filtro con PM\n",
"b_pm, _, _ = fir_design_pm(order, band_edges, desired, grid_density=lgrid, fs=fs, filter_type='lowpass')\n",
"\n",
"# Diseño del filtro con LS\n",
"b_ls = fir_design_ls(order, band_edges, desired, grid_density=lgrid, fs=fs, filter_type='lowpass')\n",
"\n",
"# Comparar la respuesta en frecuencia de ambos filtros\n",
"w, h_pm = freqz(b_pm, worN=8000)\n",
"w, h_ls = freqz(b_ls, worN=8000)\n",
"\n",
"# Graficar ambas respuestas\n",
"plt.figure(figsize=(10, 6))\n",
"plt.plot(w/np.pi, 20 * np.log10(np.abs(h_pm)), label='PM - Parks-McClellan', linestyle='--')\n",
"plt.plot(w/np.pi, 20 * np.log10(np.abs(h_ls)), label='LS - Mínimos Cuadrados', linestyle='-')\n",
"plot_plantilla(filter_type = 'lowpass' , fpass = fpass, ripple = ripple , fstop = fstop, attenuation = attenuation, fs = fs)\n",
"plt.title('Comparación de Filtros FIR Pasa Bajos - PM vs LS')\n",
"plt.xlabel('Frecuencia Normalizada (×π rad/sample)')\n",
"plt.ylabel('Amplitud [dB]')\n",
"plt.legend()\n",
"plt.grid()\n",
"plt.show()\n",
"\n",
"# Análisis de ripple y atenuación\n",
"min_bp_pm = np.min(20 * np.log10(np.abs(h_pm[w <= fpass * np.pi])))\n",
"ripple_pm = np.max(20 * np.log10(np.abs(h_pm[w <= fpass * np.pi]))) - min_bp_pm\n",
"attenuation_pm = min_bp_pm - np.max(20 * np.log10(np.abs(h_pm[w >= fstop * np.pi])))\n",
"\n",
"min_bp_ls = np.min(20 * np.log10(np.abs(h_ls[w <= fpass * np.pi])))\n",
"ripple_ls = np.max(20 * np.log10(np.abs(h_ls[w <= fpass * np.pi]))) - min_bp_ls\n",
"attenuation_ls = min_bp_ls - np.max(20 * np.log10(np.abs(h_ls[w >= fstop * np.pi])))\n",
"\n",
"print(f'Ripple PM: {ripple_pm:.4f} dB')\n",
"print(f'Ripple LS: {ripple_ls:.4f} dB')\n",
"print(f'Atenuación PM: {attenuation_pm:.4f} dB')\n",
"print(f'Atenuación LS: {attenuation_ls:.4f} dB')\n"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Pasabanda tipo I\n",
"\n",
"La plantilla en este caso será:\n",
"\n",
"* $O$ = 70 (71 coeficientes)\n",
"* $f_{s1}$ = 0.2 (fin de la banda de detenida)\n",
"* $f_{p1}$ = 0.3 (comienzo de la banda de paso)\n",
"* $f_{p2}$ = 0.5 (fin de la banda de paso)\n",
"* $f_{s1}$ = 0.6 (comienzo de la banda de detenida)\n",
"* ripple = 0.5 dB\n",
"* attenuation = 40 dB\n"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Convergencia exitosa!\n"
]
},
{
"data": {
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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Ripple PM: 0.0143 dB\n",
"Ripple LS: 0.0267 dB\n",
"Atenuación PM: 61.5855 dB\n",
"Atenuación LS: 52.8917 dB\n"
]
}
],
"source": [
"# Parámetros comunes del filtro Pasa Banda\n",
"order = 70 # Aumentamos el orden para mejor selectividad\n",
"fs = 2.0\n",
"fpass1 = 0.3 # Frecuencia de paso inferior\n",
"fpass2 = 0.5 # Frecuencia de paso superior\n",
"fstop1 = 0.2 # Frecuencia de corte inferior\n",
"fstop2 = 0.6 # Frecuencia de corte superior\n",
"ripple = 0.5 # dB\n",
"attenuation = 40 # dB\n",
"lgrid = 16\n",
"\n",
"# Definir las bandas de paso y corte\n",
"band_edges = [0, fstop1, fpass1, fpass2, fstop2, 1.0]\n",
"desired = [0, 0, 1, 1, 0, 0]\n",
"\n",
"# Desviaciones permisibles en dB\n",
"d = np.array([-ripple, -attenuation]) # En dB\n",
"d = 10**(d/20) # Convertir de dB a lineal\n",
"d = np.array([(1-d[0]), d[1]])\n",
"\n",
"# Diseño del filtro con PM\n",
"b_pm, _, _ = fir_design_pm(order, band_edges, desired, grid_density=lgrid, fs=fs, filter_type='multiband')\n",
"\n",
"# Diseño del filtro con LS\n",
"b_ls = fir_design_ls(order, band_edges, desired, grid_density=lgrid, fs=fs, filter_type='multiband')\n",
"\n",
"# Comparar la respuesta en frecuencia de ambos filtros\n",
"w, h_pm = freqz(b_pm, worN=8000)\n",
"w, h_ls = freqz(b_ls, worN=8000)\n",
"\n",
"# Graficar ambas respuestas\n",
"plt.figure(figsize=(10, 6))\n",
"plt.plot(w/np.pi, 20 * np.log10(np.abs(h_pm)), label='PM - Parks-McClellan', linestyle='--')\n",
"plt.plot(w/np.pi, 20 * np.log10(np.abs(h_ls)), label='LS - Mínimos Cuadrados', linestyle='-')\n",
"plot_plantilla(filter_type = 'bandpass' , fpass = (fpass1, fpass2), ripple = ripple , fstop = (fstop1, fstop2), attenuation = attenuation, fs = fs)\n",
"plt.title('Comparación de Filtros FIR Pasa Banda - PM vs LS')\n",
"plt.xlabel('Frecuencia Normalizada (×π rad/sample)')\n",
"plt.ylabel('Amplitud [dB]')\n",
"plt.legend()\n",
"plt.grid()\n",
"plt.show()\n",
"\n",
"# Análisis de ripple y atenuación\n",
"min_bp_pm = np.min(20 * np.log10(np.abs(h_pm[(w >= fpass1*np.pi) & (w <= fpass2*np.pi)])))\n",
"ripple_pm = np.max(20 * np.log10(np.abs(h_pm[(w >= fpass1*np.pi) & (w <= fpass2*np.pi)]))) - min_bp_pm\n",
"attenuation_pm = min_bp_pm - np.max(20 * np.log10(np.abs(h_pm[(w <= fstop1*np.pi) | (w >= fstop2*np.pi)])))\n",
"\n",
"min_bp_ls = np.min(20 * np.log10(np.abs(h_ls[(w >= fpass1*np.pi) & (w <= fpass2*np.pi)])))\n",
"ripple_ls = np.max(20 * np.log10(np.abs(h_ls[(w >= fpass1*np.pi) & (w <= fpass2*np.pi)]))) - min_bp_ls\n",
"attenuation_ls = min_bp_ls - np.max(20 * np.log10(np.abs(h_ls[(w <= fstop1*np.pi) | (w >= fstop2*np.pi)])))\n",
"\n",
"print(f'Ripple PM: {ripple_pm:.4f} dB')\n",
"print(f'Ripple LS: {ripple_ls:.4f} dB')\n",
"print(f'Atenuación PM: {attenuation_pm:.4f} dB')\n",
"print(f'Atenuación LS: {attenuation_ls:.4f} dB')\n"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Eliminabanda tipo I\n",
"\n",
"La plantilla en este caso será la complementaria a la anterior, invirtiendo banda de paso por banda de detenida.\n"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Convergencia exitosa!\n"
]
},
{
"data": {
"image/png": 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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Ripple PM: 60.9960 dB\n",
"Ripple LS: 53.8364 dB\n",
"Atenuación PM: 0.7075 dB\n",
"Atenuación LS: 0.0242 dB\n"
]
}
],
"source": [
"# Parámetros comunes del filtro Pasa Banda\n",
"order = 70 # Aumentamos el orden para mejor selectividad\n",
"fs = 2.0\n",
"fpass1 = 0.3 # Frecuencia de paso inferior\n",
"fpass2 = 0.5 # Frecuencia de paso superior\n",
"fstop1 = 0.2 # Frecuencia de corte inferior\n",
"fstop2 = 0.6 # Frecuencia de corte superior\n",
"ripple = 0.5 # dB\n",
"attenuation = 40 # dB\n",
"lgrid = 16\n",
"\n",
"# Definir las bandas de paso y corte\n",
"band_edges = [0, fstop1, fpass1, fpass2, fstop2, 1.0]\n",
"desired = [1, 1, 0, 0, 1, 1]\n",
"\n",
"# Desviaciones permisibles en dB\n",
"d = np.array([-ripple, -attenuation]) # En dB\n",
"d = 10**(d/20) # Convertir de dB a lineal\n",
"d = np.array([(1-d[0]), d[1]])\n",
"\n",
"# Diseño del filtro con PM\n",
"b_pm, _, _ = fir_design_pm(order, band_edges, desired, grid_density=lgrid, fs=fs, filter_type='multiband')\n",
"\n",
"# Diseño del filtro con LS\n",
"b_ls = fir_design_ls(order, band_edges, desired, grid_density=lgrid, fs=fs, filter_type='multiband')\n",
"\n",
"# Comparar la respuesta en frecuencia de ambos filtros\n",
"w, h_pm = freqz(b_pm, worN=8000)\n",
"w, h_ls = freqz(b_ls, worN=8000)\n",
"\n",
"# Graficar ambas respuestas\n",
"plt.figure(figsize=(10, 6))\n",
"plt.plot(w/np.pi, 20 * np.log10(np.abs(h_pm)), label='PM - Parks-McClellan', linestyle='--')\n",
"plt.plot(w/np.pi, 20 * np.log10(np.abs(h_ls)), label='LS - Mínimos Cuadrados', linestyle='-')\n",
"plot_plantilla(filter_type = 'bandstop' , fstop = (fpass1, fpass2), ripple = ripple , fpass = (fstop1, fstop2), attenuation = attenuation, fs = fs)\n",
"plt.title('Comparación de Filtros FIR Pasa Banda - PM vs LS')\n",
"plt.xlabel('Frecuencia Normalizada (×π rad/sample)')\n",
"plt.ylabel('Amplitud [dB]')\n",
"plt.legend()\n",
"plt.grid()\n",
"plt.show()\n",
"\n",
"# Análisis de ripple y atenuación\n",
"min_bp_pm = np.min(20 * np.log10(np.abs(h_pm[w <= fpass1*np.pi])))\n",
"ripple_pm = np.max(20 * np.log10(np.abs(h_pm[w <= fpass1*np.pi]))) - min_bp_pm\n",
"attenuation_pm = min_bp_pm - np.max(20 * np.log10(np.abs(h_pm[np.bitwise_and( w >= fpass1*np.pi, w <= fpass2*np.pi)])))\n",
"\n",
"min_bp_ls = np.min(20 * np.log10(np.abs(h_ls[w <= fpass1*np.pi])))\n",
"ripple_ls = np.max(20 * np.log10(np.abs(h_ls[w <= fpass1*np.pi]))) - min_bp_ls\n",
"attenuation_ls = min_bp_ls - np.max(20 * np.log10(np.abs(h_ls[ np.bitwise_and( w >= fpass1*np.pi, w <= fpass2*np.pi)])))\n",
"\n",
"print(f'Ripple PM: {ripple_pm:.4f} dB')\n",
"print(f'Ripple LS: {ripple_ls:.4f} dB')\n",
"print(f'Atenuación PM: {attenuation_pm:.4f} dB')\n",
"print(f'Atenuación LS: {attenuation_ls:.4f} dB')\n"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Derivador tipo III\n",
"\n",
"La plantilla en este caso será:\n",
"\n",
"* tipo derivador (Ftype = 'd', solo para tipos III y IV, define el orden)\n",
"* $O$ = 70 (71 coeficientes, orden tipo III)\n",
"* $f_{p1}$ = 0 (comienzo de la banda del derivador)\n",
"* $f_{p2}$ = 0.9 (fin de la banda del derivador)\n"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Como se observa, el diseño no ha sido exitoso y se debe aumentar el orden y volver a intentar el diseño."
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Convergencia exitosa!\n"
]
},
{
"data": {
"image/png": 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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# Parámetros comunes del derivador FIR\n",
"Ftype = 'd' # Derivador\n",
"order = 70 # Orden del filtro (debe ser par para tipo III)\n",
"fs = 2.0 # Frecuencia de muestreo\n",
"lgrid = 16 # Densidad del grid\n",
"\n",
"# Bandas y especificaciones del derivador\n",
"band_edges = [0, 0.9] # Bandas de diseño (en términos de frecuencia normalizada)\n",
"desired = [0, 1/np.pi] # Respuesta ideal del derivador (pendiente lineal en la banda de paso)\n",
"W = [1., 1.] # Peso en las bandas\n",
"\n",
"# Diseño del filtro con PM\n",
"b_pm, _, _ = fir_design_pm(order, band_edges, desired, grid_density=lgrid, fs=fs, filter_type=Ftype)\n",
"\n",
"# Diseño del filtro con LS\n",
"b_ls = fir_design_ls(order, band_edges, desired, grid_density=lgrid, fs=fs, filter_type=Ftype)\n",
"\n",
"# Comparar la respuesta en frecuencia de ambos filtros\n",
"w, h_pm = freqz(b_pm, worN=1024)\n",
"w, h_ls = freqz(b_ls, worN=1024)\n",
"\n",
"# Graficar ambas respuestas\n",
"plt.figure(figsize=(10, 6))\n",
"plt.plot(w/np.pi, np.abs(h_pm), label='PM - Parks-McClellan', linestyle='--')\n",
"plt.plot(w/np.pi, np.abs(h_ls), label='LS - Mínimos Cuadrados', linestyle='-')\n",
"plt.title('Comparación de Filtros FIR Derivadores - PM vs LS')\n",
"plt.xlabel('Frecuencia Normalizada (×π rad/sample)')\n",
"plt.ylabel('Amplitud [dB]')\n",
"plt.legend()\n",
"plt.grid()\n",
"plt.show()\n",
"\n",
"b_derivador = b_pm\n",
"#b_derivador = b_ls"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# Análisis de la pendiente en la banda de paso\n",
"slope_pm = np.diff(np.abs(h_pm)) / np.diff(w/np.pi)\n",
"slope_ls = np.diff(np.abs(h_ls)) / np.diff(w/np.pi)\n",
"\n",
"fig = plt.figure(figsize=(10, 6))\n",
"ax = plt.gca()\n",
"plt.plot(w[1:]/np.pi, slope_pm, label='PM - Parks-McClellan', linestyle='--')\n",
"plt.plot(w[1:]/np.pi, slope_ls, label='LS - Mínimos Cuadrados', linestyle='-')\n",
"plt.title('Pendiente de la Fase en la Banda de Paso (Derivador)')\n",
"plt.xlabel('Frecuencia Normalizada (×π rad/sample)')\n",
"plt.ylabel('Pendiente de Fase')\n",
"plt.legend()\n",
"plt.grid()\n",
"plt.show()\n"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {
"scrolled": true
},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
""
]
},
"execution_count": 6,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"ax.set_ylim([0.999, 1.001])\n",
"fig"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Derivador tipo IV\n",
"\n",
"La plantilla en este caso será:\n",
"\n",
"* tipo derivador (Ftype = 'd', solo para tipos III y IV, define el orden)\n",
"* $O$ = 71 (72 coeficientes, orden tipo IV)\n",
"* $f_{p1}$ = 0 (comienzo de la banda del derivador)\n",
"* $f_{p2}$ = 1 (fin de la banda del derivador, toda la banda digital)\n"
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Convergencia exitosa!\n"
]
},
{
"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"
}
],
"source": [
"# Parámetros comunes del derivador FIR\n",
"Ftype = 'd' # Derivador\n",
"order = 71 # Orden del filtro (debe ser par para tipo III)\n",
"fs = 2.0 # Frecuencia de muestreo\n",
"lgrid = 16 # Densidad del grid\n",
"\n",
"# Bandas y especificaciones del derivador\n",
"band_edges = [0, 1.0] # Bandas de diseño (en términos de frecuencia normalizada)\n",
"desired = [0, 1/np.pi] # Respuesta ideal del derivador (pendiente lineal en la banda de paso)\n",
"W = [1., 1.] # Peso en las bandas\n",
"\n",
"# Diseño del filtro con PM\n",
"b_pm, _, _ = fir_design_pm(order, band_edges, desired, grid_density=lgrid, fs=fs, filter_type=Ftype)\n",
"\n",
"# Diseño del filtro con LS\n",
"b_ls = fir_design_ls(order, band_edges, desired, grid_density=lgrid, fs=fs, filter_type=Ftype)\n",
"\n",
"# Comparar la respuesta en frecuencia de ambos filtros\n",
"w, h_pm = freqz(b_pm, worN=1024)\n",
"w, h_ls = freqz(b_ls, worN=1024)\n",
"\n",
"# Graficar ambas respuestas\n",
"plt.figure(figsize=(10, 6))\n",
"plt.plot(w/np.pi, np.abs(h_pm), label='PM - Parks-McClellan', linestyle='--')\n",
"plt.plot(w/np.pi, np.abs(h_ls), label='LS - Mínimos Cuadrados', linestyle='-')\n",
"plt.title('Comparación de Filtros FIR Derivadores - PM vs LS')\n",
"plt.xlabel('Frecuencia Normalizada (×π rad/sample)')\n",
"plt.ylabel('Amplitud [dB]')\n",
"plt.legend()\n",
"plt.grid()\n",
"plt.show()\n",
"\n",
"# Análisis de la pendiente en la banda de paso\n",
"slope_pm = np.diff(np.abs(h_pm)) / np.diff(w/np.pi)\n",
"slope_ls = np.diff(np.abs(h_ls)) / np.diff(w/np.pi)\n",
"\n",
"plt.figure(figsize=(10, 6))\n",
"plt.plot(w[1:]/np.pi, slope_pm, label='PM - Parks-McClellan', linestyle='--')\n",
"plt.plot(w[1:]/np.pi, slope_ls, label='LS - Mínimos Cuadrados', linestyle='-')\n",
"plt.title('Pendiente de la Fase en la Banda de Paso (Derivador)')\n",
"plt.xlabel('Frecuencia Normalizada (×π rad/sample)')\n",
"plt.ylabel('Pendiente de Fase')\n",
"plt.legend()\n",
"plt.grid()\n",
"plt.show()\n"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Transformador de Hilbert tipo III\n",
"\n",
"La plantilla en este caso será:\n",
"\n",
"* Hilbert (Ftype = 'h', solo para tipos III y IV, define el orden)\n",
"* $O$ = 70 (71 coeficientes, orden tipo III)\n",
"* $f_{p1}$ = 0.05 (comienzo de la banda de operación)\n",
"* $f_{p2}$ = 0.95 (fin de la banda)\n"
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Convergencia exitosa!\n"
]
},
{
"data": {
"image/png": 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mWVNTYxYVFZkXXXRRvcevW7fOLCwsbLB8a++9954JNPpT9xyAOXXq1MxjHn300Xr3m6Zp7r333vX209brHnrooWY8Hq/3u7hcLvO4446rt//vv/9+EzBnzpxpmqZpfvnllyZgPvfcc9v9PRpTd9xt/bNlzrrX6S9/+UuDfTJz5kxzw4YN5po1a8w33njDHDBggGkYhvnJJ5/s8LnHjx9v2mw289NPP21wX93xVfcav//++5n7ampqzH79+pl9+/bN7Je6PIMHDzaj0Whm3bFjx5qGYZgnnHBCve0ffPDBZp8+fTK3m/Ne35HRo0fX27Zp/nR+eOONNxqsv/V70TRNc9SoUeZuu+3W6Db++9//ZpatX7/edLvd5nXXXZdZNmTIEHP06NHbzVh3zG2576PRqFlWVmYOHjzYDIVCmeWvvvqqCZhTpkzJLKs7bn73u9812DZgut3uesd+3Tmve/fumfe/aZrm9ddf3+B90tj+mDZtmmkYRr3z6NChQ80ePXqYlZWVmWVvvfWWCdTb/y+99JIJmLfccku9bZ5++ummYRjm4sWL62Vv7Jx5wQUXmD169DA3btxYb/nZZ59tFhYWZjL//Oc/N/fee+8G+Xek7pz57LPPZpYFAgFzwIAB9f5WJJNJc/fddzdHjRpV7xwcDAbNfv36mccee+x2n6fuvbyjny3/3kyYMKHB8bz1+W7q1KkmYJ5yyin11rv88stNwPzqq69M0zTN5cuXm3a73bz11lvrrffNN9+YDoej3vIjjjjCBMwZM2Y0+D22dS5tDX369DGPO+44c8OGDeaGDRvMr776yjz77LMb/H0+4ogjMq/1AQccYF5wwQWmaZrm5s2bTZfLZT7++OOZ89KOzs11749vvvmm3vJBgwbV+5vclPd2Y5qSIxgMmnvuuWfm/XPeeeeZjzzyiFleXt7s55P2o6560qaqq6sByM/Pb9L6s2bNAmDy5Mn1ltcNGt26u9CgQYM4+OCDM7dHjBgBwNFHH82uu+7aYPnSpUsbPOekSZMy/6/7djMajfL2229nlm/ZorJ582aqqqo47LDD+OKLLxps74gjjmDQoEENljdlGy+99BLJZJIpU6Y0aFXZ3rdRs2bNonv37owdOzazzOl0ctVVV1FbW8t//vOfeuufddZZ9Voo6rp7NbZ/tn6egw46qN43rKWlpZkuQ3Vmz55NZWUlY8eOZePGjZkfu93OiBEjeO+997b7PHWmTJnC7Nmz6/205gQIF110EXa7PXP77bffJhqNcs0119Tb/xdddBEFBQWZ46+uZejNN99s0TfGHo+nwe911113Nemx559/PqWlpfTs2ZPjjz+eqqoqnnjiiR1OPZ9MJnnppZc4+eSTOeCAAxrcX3d8zZo1i+HDh3PooYdm7svLy+Piiy9m+fLlzJ8/v97jxo8fX6+VcsSIEZimyfnnn19vvREjRrBq1Sri8XjmeaDp7/WW6NevH6NGjWqwfMv3YlVVFRs3buSII45g6dKlDbpaDho0KPP+gNTxvueee9Z7rxQVFfHdd9/xww8/NCvfZ599xvr167n88svrjekZPXo0AwcObHQfXHbZZY1u65hjjqnXilt3zvvFL35R7/zb2Llwy/0RCATYuHEjP/vZzzBNM9PFee3atcybN48JEybUaxk99thjG5zvZs2ahd1u56qrrqq3/LrrrsM0TV5//fV6y7c+Z5qmyQsvvMDJJ5+MaZr1ziGjRo2iqqoqc94sKirixx9/bHJX4y0z9ujRo954QZ/Px8UXX1xvvXnz5vHDDz8wbtw4Nm3alMkRCAQ45phj+O9//9ukiRwuvvjiBu/52bNnc+655zYr99a2biG98sorM78fpLqsJ5NJzjzzzHr7sXv37uy+++4NzsVut5uJEyfuVKaWeOuttygtLaW0tJQhQ4bw3HPPce6553L77bc3uv64ceP417/+RTQa5fnnn8dutzdoDd+e0047DYfDwTPPPJNZ9u233zJ//nzOOuuszLKWvrebwuv18vHHH/PrX/8aSLU+X3DBBfTo0YMrr7yyVbosS+tTVz1pU3V9dGtqapq0/ooVK7DZbAwYMKDe8u7du1NUVMSKFSvqLd+yOIKfPtD27t270eWbN2+ut9xms7HbbrvVW7bHHnsA1BsH8Oqrr3LLLbcwb968eiezxoqZfv36Nfq7NWUbS5YswWazNVp4bc+KFSvYfffdGxRbe+21V+b+LW293+qKqK33T2PPU/fBa0t1XaDq1P2RqetGsbWm9t3eZ5992nQGsq1fq7r9tPXv43K52G233TL39+vXj8mTJ3P33Xfz5JNPcthhh3HKKafwy1/+sknd7ex2e4t/rylTpnDYYYdRW1vLiy++yNNPP92krosbNmygurqawYMHb3e9bb3GWx5LW26jOe/BZDJJVVUVXbt2bfZ7vSW29V788MMPmTp1KnPnzm1Q+FZVVdV7Dbf+/SD1ftnyvXLTTTfx85//nD322IPBgwdz/PHHc+6557LvvvtuN9+2jjeAgQMH8sEHH9Rb5nA4GnSL21bO5pwLV65cyZQpU3j55ZcbnAPqCsm6rI1NBb3nnnvW+wJoxYoV9OzZs8EXZts6H239Om3YsIHKykoeeuihbc62WjfZxm9/+1vefvtthg8fzoABAzjuuOMYN25co+NGtrRixQoGDBjQ4By+rXNZ3Ri1xlRVVe2wq+zuu+/e6Ht+69e4ubZ+Pfr374/NZsv8/frhhx8wTXObU3hv3TW7V69e2518qCk2bNhAIpHI3M7LyyMvL2+7jxkxYgS33HILhmHg8/nYa6+9tjuRytlnn82vfvUrXn/9dZ588klOOumkJn9BC1BSUsIxxxzDs88+y8033wykuuk5HA5OO+20zHotfW83VWFhIXfccQd33HEHK1as4J133uHOO+/k/vvvp7CwkFtuuaVVnkdajwonaVMFBQX07NmTb7/9tlmPa2pf3y1bC5qy3NxqYHJTvP/++5xyyikcfvjhTJ8+nR49euB0Onn00UcbHYDc2Hif5m6jrbXm/mlM3TewTzzxRKMtRDuaRry97MwMa3fddRfnnXce//73v3nrrbe46qqrMuMMtvXhtjVsWUyOGTOGYDDIRRddxKGHHtrgQ3J72Nn3YFv262/s9V2yZAnHHHMMAwcO5O6776Z37964XC5mzZrFPffc06D1oCm/x+GHH86SJUsyx8LDDz/MPffcw4wZM7jwwgtb7fdxu93bLJJb+jokEgmOPfZYKioq+O1vf8vAgQPx+/2sXr2a8847r12mxd76dap7zl/+8pfbLFjqPrjutddeLFy4kFdffZU33niDF154genTpzNlypRGB/83V12Wv/zlLwwdOrTRdXZUFLSnrd9PyWQSwzB4/fXXGz0Wts7eGrNOHnjggfWK46lTp253Ih9IFTLN+TKpR48eHHnkkdx11118+OGHLZpJ7+yzz2bixInMmzePoUOH8uyzz3LMMcdQUlKSWae93tuQGvN0/vnnc+qpp7Lbbrvx5JNPqnDKQtnx6UU6tJNOOomHHnqIuXPn1utW15g+ffqQTCb54YcfMt9OQmoWnMrKysxgytaSTCZZunRpppUJYNGiRcBP1wt64YUX8Hg8vPnmm7jd7sx6jz76aJOfp6nb6N+/P8lkkvnz52/zj3Rj+vTpw9dff00ymaz3wWrBggWZ+1tDnz59Gu2ysHDhwnq36wa+l5WVWXrNmuZ+KK/bTwsXLqzXEhmNRlm2bFmD32WfffZhn3324Y9//CMfffQRhxxyCDNmzGjXP3a33XYbL774IrfeeiszZszY5nqlpaUUFBTs8EuMPn36NHg9oW2OpfZ8r9d55ZVXiEQivPzyy/VaaZrafXRbiouLmThxIhMnTqS2tpbDDz+cG264YbsfrrY83rZunV24cGGb7YMtffPNNyxatIjHH3+c8ePHZ5ZvPWtYXZamvP/79OnD22+/TU1NTb1WgKYeQ6WlpeTn55NIJJp0/vD7/Zx11lmcddZZRKNRTjvtNG699Vauv/76bU5r3qdPH7799ltM06x3ntjWuaygoCArr7/1ww8/1GuxW7x4MclkMvP3q3///pimSb9+/er9nWuu5pxLn3zyyXozMm7dq6O1jBs3jgsvvJCioiJOPPHEZj9+zJgxXHLJJZnueosWLeL6669vsF5L3ts7o0uXLvTv37/ZXzhL+9AYJ2lzv/nNb/D7/Vx44YWUl5c3uH/JkiX89a9/Bcic/O69995669x9990ADWawaw11045C6lvY+++/H6fTyTHHHAOkvrE1DKNe14Ply5fz0ksvNfk5mrqNMWPGYLPZuOmmmxp807u91qATTzyRdevW1euvHY/Hue+++8jLy+OII45octbtOfHEE/nf//7HJ598klm2YcMGnnzyyXrrjRo1ioKCAv785z8Ti8UabGfDhg2tkmdH/H5/g2nEt2fkyJG4XC7+9re/1dvfjzzyCFVVVZnjr7q6OjNWp84+++yDzWZr937p/fv35xe/+AWPPfYY69at2+Z6NpuNMWPG8Morr/DZZ581uL/u9z3xxBP55JNPmDt3bua+QCDAQw89RN++fZvdjXRbrHivw08tMFu+vlVVVc36ImRrmzZtqnc7Ly+PAQMG7PBYOOCAAygrK2PGjBn11n399df5/vvv22wfbKmx/WGaZuacXKdHjx4MHTqUxx9/vN44sNmzZzcY93biiSeSSCTqnVsB7rnnHgzD2OHFue12O7/4xS944YUXGv3wuOX5Y+t973K5GDRoEKZpNnru2TLjmjVr6l0SIhgMNugaOGzYMPr378+dd95JbW3tdrNY4YEHHqh3+7777gPI7OPTTjsNu93OjTfe2OBviGmaDfbftjTnXHrIIYcwcuTIzE9bFU6nn346U6dOZfr06S3qXlhUVMSoUaN49tlnefrpp3G5XIwZM6beOi19bzfFV1991ehMiytWrGD+/PmNduEV66nFSdpc//79eeqppzjrrLPYa6+9GD9+PIMHDyYajfLRRx9lps0GGDJkCBMmTOChhx6isrKSI444gk8++YTHH3+cMWPGcNRRR7VqNo/HwxtvvMGECRMYMWIEr7/+Oq+99hq///3vKS0tBVIf4O6++26OP/54xo0bx/r163nggQcYMGAAX3/9dZOep6nbGDBgAH/4wx+4+eabOeywwzjttNNwu918+umn9OzZk2nTpjW6/Ysvvpi///3vnHfeeXz++ef07duX559/ng8//JB77723WX2/t+c3v/kNTzzxBMcffzxXX311ZjryuhavOgUFBTz44IOce+657L///px99tmUlpaycuVKXnvtNQ455JAGH6rawrBhw3jwwQe55ZZbGDBgAGVlZdscdwWpb7qvv/56brzxRo4//nhOOeUUFi5cyPTp0znwwAMzF2h89913mTRpEmeccQZ77LEH8XicJ554IvOBr739+te/5tlnn+Xee+/ltttu2+Z6f/7zn3nrrbc44ogjuPjii9lrr71Yu3Ytzz33HB988AFFRUX87ne/4//+7/844YQTuOqqqyguLubxxx9n2bJlvPDCC00aT9UU7f1er3Pcccfhcrk4+eSTueSSS6itreUf//gHZWVlrF27tkXbHDRoEEceeSTDhg2juLiYzz77jOeff77exDONcTqd3H777UycOJEjjjiCsWPHZqYj79u3L9dee22L8jTHwIED6d+/P7/61a9YvXo1BQUFvPDCC42Od5w2bRqjR4/m0EMP5fzzz6eioiJzDaUti4qTTz6Zo446ij/84Q8sX76cIUOG8NZbb/Hvf/+ba665JtOKsz233XYb7733HiNGjOCiiy5i0KBBVFRU8MUXX/D2229TUVEBpF7P7t27c8ghh9CtWze+//577r//fkaPHr3d895FF13E/fffz/jx4/n888/p0aMHTzzxRIOLvdpsNh5++GFOOOEE9t57byZOnEivXr1YvXo17733HgUFBbzyyitN3d2tbtmyZZxyyikcf/zxzJ07l3/+85+MGzeOIUOGAKm/v7fccgvXX389y5cvZ8yYMeTn57Ns2TJefPFFLr74Yn71q1/t8Hmaey5tD4WFhTvsArgjZ511Fr/85S+ZPn06o0aNajCuqqXv7TovvPBCpqV1SxMmTGD27NlMnTqVU045hYMOOihzXcmZM2cSiUR2+neTNtKOM/hJJ7do0SLzoosuMvv27Wu6XC4zPz/fPOSQQ8z77rvPDIfDmfVisZh54403mv369TOdTqfZu3dv8/rrr6+3jmmmpjBtbJpQwLziiivqLWtseucJEyaYfr/fXLJkiXnccceZPp/P7Natmzl16tQGU4E/8sgj5u6772663W5z4MCB5qOPPpqZDnZHz93cbZimac6cOdPcb7/9TLfbbXbp0sU84ogjzNmzZ2fu33o6ctM0zfLycnPixIlmSUmJ6XK5zH322cd89NFHd7gftsy+5XS32/L111+bRxxxhOnxeMxevXqZN998s/nII480mOLYNFNTso4aNcosLCw0PR6P2b9/f/O8884zP/vss+0+R1Omct06b2PTka9bt84cPXq0mZ+fX2/K78amht7S/fffbw4cONB0Op1mt27dzMsuu8zcvHlz5v6lS5ea559/vtm/f3/T4/GYxcXF5lFHHWW+/fbb2/29TPOn4257tjcd+bb2yZFHHmkWFBTUmyq6MStWrDDHjx9vlpaWmm6329xtt93MK664woxEIpl1lixZYp5++ulmUVGR6fF4zOHDh5uvvvpqve1sK8+29m3dsb7ltMtNfa/vyLamI9/WNMIvv/yyue+++5oej8fs27evefvtt5szZ85scPxsaxtbv/9uueUWc/jw4WZRUZHp9XrNgQMHmrfeemu9adq3d8w988wzmfd7cXGxec4555g//vhjvXW2d9w09Zxnmo2/bvPnzzdHjhxp5uXlmSUlJeZFF11kfvXVVybQ4BzywgsvmHvttZfpdrvNQYMGmf/6178anT67pqbGvPbaa82ePXuaTqfT3H333c2//OUv9ab03lb2OuXl5eYVV1xh9u7d23Q6nWb37t3NY445xnzooYcy6/z97383Dz/8cLNr166m2+02+/fvb/761782q6qqGt3mllasWGGecsopps/nM0tKSsyrr77afOONN+pNR17nyy+/NE877bTM8/Tp08c888wzzXfeeWe7z7G9c65pNv6+aM505PPnzzdPP/10Mz8/3+zSpYs5adKkelPb13nhhRfMQw891PT7/abf7zcHDhxoXnHFFebChQsz62w53ffWtnUubQ3be69uaXv56jR1OvI61dXVptfrNdnqch51mvLe3l6Obf28//775tKlS80pU6aYBx10kFlWVmY6HA6ztLTUHD16dLMuxyDtyzDNVhoNLpJjzjvvPJ5//vlGu1+IiIiIiGxJY5xERERERER2QIWTiIiIiIjIDqhwEhERERER2QGNcRIREREREdkBtTiJiIiIiIjsgAonERERERGRHVDhJCIiIiIisgMOqwO0t2QyyZo1a8jPz8cwDKvjiIiIiIiIRUzTpKamhp49e2Kzbb9NqdMVTmvWrKF3795WxxARERERkSyxatUqdtlll+2u0+kKp/z8fCC1cwoKCixOA7FYjLfeeovjjjsOp9NpdRzJATpmpLl0zEhz6ZiR5tIxI82VLcdMdXU1vXv3ztQI29PpCqe67nkFBQVZUzj5fD4KCgp0opEm0TEjzaVjRppLx4w0l44Zaa5sO2aaMoRHk0OIiIiIiIjsgAonERERERGRHVDhJCIiIiIisgMqnERERERERHZAhZOIiIiIiMgOqHASERERERHZARVOIiIiIiIiO6DCSUREREREZAdUOImIiIiIiOyACicREREREZEdUOEkIiIiIiKyAyqcREREREREdkCFk4iIiIiIyA6ocBIREREREdkBSwun//73v5x88sn07NkTwzB46aWXdviYOXPmsP/+++N2uxkwYACPPfZYm+cUEREREZHOzdLCKRAIMGTIEB544IEmrb9s2TJGjx7NUUcdxbx587jmmmu48MILefPNN9s4qYiIiIiIdGYOK5/8hBNO4IQTTmjy+jNmzKBfv37cddddAOy111588MEH3HPPPYwaNaqtYnY6yaTJ6jWrCK35niKjlrLiLuAugKJdwV8KhtHibZumSXU4TiJpUuxzQqSaWLCKpRsCeJw2fG4HXl8+/vwiDIerFX+rhjmiiSRuhx2AZCzC96s2kDCTOAzwOQ18Hje+vAJ8bjc2W8t/5+YIRRNUBKMEI3HiiSTJeJR4MglAkddBn2I/JM3M79BeYokkVaEYkXiSXkVeSCYBk29XV2Ga4HXZ8bodeF1O/G57Zr+2h0TSpDoUozIUIxxLkEgkSZpJEklwOuwM7lVY7/dw2AyMnTiGm8M0TUKxBD7XT6fa5RtqqQzFwDDwOG14nfbUj8uO3+Vot2MNIBJPUBWKUROOE0+YxJNJEkmTQT0KcNhT36tVhWIkkib5HgdOuzXftW2sjbCuKkwikcRmGBg2A5th4HbayPc4KPa5MnnbWzyRpCYcx+924HKkMmwORNkUiOCyp17XQq8zc197qXttA5EEgUjqnGsYpPafAb2KvBT52u4cuyOmaWKaUHe4V0fiLNsQwGE3cNltOO028jwOCr3Odj3uTNOkNhKnKhQjFE0QT5okkibxpElpvjt1/iN13glG4+S5He12PtkiJCTjRBMm36+twbAZGNgwbAYep50Cj4MCrxO3w9au2cxkgmg0ypqNm6mNQTxp0sXnZteSArD9dD7Jd7fjeS6ZwIzWYkBqvwHz11aD04vD5cFpt+F32Snyudr2PWqaEK2FSA2YSZZuDBCLJ4nbnJiuAvx+PwUeB/meVjhXJOJQvZra9Uup2LSRqOHBUbYHPXcdgMvZfn+bOypLC6fmmjt3LiNHjqy3bNSoUVxzzTXbfEwkEiESiWRuV1dXAxCLxYjFYm2SsznqMmRDliXra5k763GGrf4ng83F2IyGH8wDho+Nrl2o8e1KMr8njqJeeIp7kfQU4/d5KC3wQyJCsHozH81fQSxYAYFN2CObcUc344tVUkQ1vVxBzGQ1RjKGE9izkTxhXAQNL7gKKOpaCp4iTHcB8zfbwFOI3dcFu78LLn8XsDmIJ5P4XXbK8t0QDxMNVvPxgpUkwjUQqcEWq8URq8GdCOBJBOjhiVLqjECkGls8zN7b2C9R007M7sXnywOXH9OVx9Jqg6jdh+nKB1cehicfuycPp7eA/MIudCksSJ0ozSRL19cQjiUIh4MkQjUkwzUko7UQCVDqjrJHERANQDTA2jXr8RlhuhHGTxh7I6+BEzjJcBD40sNmXEQMD1Gbh7jNS8zhI+nw4fLls8cu3cDlB5efZdVgOny4PF4wTRKJBLFEgkQigduI0zc/nSFWyyeLVpMM12KPB3EkQriSIdxmGB8RCuwRTHsMIx4CYPBW2SKmgzAuNuMhbvfSq7QY0+kDl4/Fm5METBc4fRguP4bLh93tx+nx4/bmsUuxH0jtsx8rgoSiUaKhALFwLclwLcloEKJBfEaYwSUOiAchFmJV+Sbs8TB5RoQyIniJZo7dJAamYYP0TzjpoibpImx4idi8xGxe4g4vCYcPnF72360HOD3g8LCqxiRkunB5fLidTsxkgkQiTiIRxzBN+nRxQSwI0QALVpUTqKnCFgtusd+COM0obuJ48wyIhyEeoW8idT5KmAYJbCSxEcdOAhsbcVFSlI/hSGUoD5psjtow7W5MhxvD4cZweLA5PdhcXvqUdcHuSq1bETGoidtIxKIkoyFikSDxSJBEJEgiGmJ/KjCeeZJkIsKK8k0EAzV4zAgeI0qX9H5zE8MEbHZ7Zr95ExBK2tiAJ3WsGR5idh8JhxfT6WOPXbrh9uWDw83GsEFVzI7TnfpQYtpcGCTBTIKZoFueEztJSERZs2ETFZs3Y0aDGLEARnrfOdPH3C75NuzJKCRj5IdD5CdiOIljM0zipo0EdmLYiWPH9LoxXV5wuKmMOdgQgqTdjWn3gNOD4XBjd3mxu7x0Ky7E4/WBw0Mg4aAmbse0O0nEYsSjIRLRMMlYmHg0xG5FdjxEIR5ifUUlmzZXYUuEcSbDOJIR3GYENxE8xHAaUUwAm518bLgTBnFSOTfjIIqLhM1JwuamrEs+fl8qQ23cxoYQ2JweHE4PDrcHHG6wu8HhpjDPj9vjA8OgqrqajZsrSUSCxMMBktEAZiyEEQ9hxMPsVmjgt8UgFiIRrMUdDlBIDLcRI2EaJLGl3hMYOBz21D5z+giYblbUQNTmJW73knR4STp8+CNx5q15jd7dulLapRAcHkKmk00hM7UVM3UExxMJ4rE4iWiQbp4EebYIRjRIdXUl6zZuwh4P4UgEcSTD2JMxnGYUpxklz5HASEYxzCT5GAwy694PNhLYiOJkAw5iuMjPy6Mo3w8ODxHTwYrqROp1dXqwO93Y3V7s6dc6z5+X3r9uwkk75ZurMWMhktEg8XAtiUgQMxqEWJCeviRdXAmMaJBwqIaq6mp8ROhGBKeRSJ1HTAMTMAwbps0GTg+m3cvGWoNVeOrtN9Ppw3B5KSvuQu+yruD0ErO5WVENLrc7c043zGTqXBwLk2+LUuSIQixIJFjDinUbMGJBjFgIeyKEIxHGmT4P59tiuMwwhpnEBQzZ4vwbN20EcRPEwxrTjcuXT8/SruD0k3R4+d/qcOb8a3f5sHv8OD15uHx5lPjdFPtdYCYxzSTrKtPHWKSGZCSAGa3FjKT+TnVxRClxxzGiAZKRWqqqq/CYIXxEOAPgu4Z/R02nD5w+qgI21ppuIjYPUZuPuN1L3OnHdPopKixi7749039n/SzebOJw2LCTOt5smJCMkQjX4jWDlLpi6WKklqWry1N/4+MBXIkA7kQQrxnES4StS7RB6X9jpj2zv1aZbgKGH7u3gL369AR3AaY7n0/XJYja/Th8Bbj8Rfi8Ppw2sBsmXgeUesGI1ECkmhVr1hELVEK4CiNShTNajTtRgy9RSz4B7CQyGXbbKlPYdFKNnxWmn7CriL3798P0FYOvhPdXJ6mxF+LMK8GTX0yRx06+08SM1OKJbKCHvQqj6keoXEnF6sUUxdfjIEEekLfFc6ykG92PvBhjxCXg8DR8kSyQLZ+Bm/P8htmeX1tvh2EYvPjii4wZM2ab6+yxxx5MnDiR66+/PrNs1qxZjB49mmAwiNfrbfCYG264gRtvvLHB8qeeegqfz9cq2XOdacJHP4Y4oXw6R9m/yiz/0Swl5iyg2BHFmQjgjW0m9eejdSUMB/Fk3anNxG3EW/05RERERKyUJPWlVNwETHAbbVMwREwHq80Sagw/+YToTXnmi4Aadw8+63sF1b5d2+S5c1EwGGTcuHFUVVVRUFCw3XVzqsWpJa6//nomT56cuV1dXU3v3r057rjjdrhz2kMsFmP27Nkce+yxOJ3Odn9+0zT5y78/4cL1F7OHfTURw836vS+k5IhL6FbUs966VYFavv7ma8Lrf4CKZdhq1uAJlVMQ30i+GaDQDV08BthdmO4CFlfbMF0FJH1dsfu74iooxVtYRl5xd1wFJeArAW8XcHozg+1M06Q6EqWqajOB6s0EazZTZAuxqy8K4WoiNZv48Ltl2CJVOKJVuOI1eBM16e9RocjnYpcuqW+eceXxzYYkpisPmycPh7cQh78It78IX34X/AVdcPqLUt0Q3QWpxxi2dFdEAzMRIxIOEqitxoiHKHbGMWIB4qEaPvx+BYlQdbo1qxaitdjT33Z1c8fYq8SZaeX4clUVGDYMu4uEM9ViZbj92DwF5OUX0n+X7uBKtWaFDQ9uXwG481LLHB6o+74s3eUiFgnywbtvstfgfYlFQoQC1URCtUSDtcQitSRCtRQ5ouxT6oBYACMaYO7CVRALYktEMTEwDBvYbNgMA5fby5DdemK6/OD0saAiSdzhw+3Jw+XLx+PPx+cvwOvPx+bOA5cPHF6wbX36MElEgoSCNQQDtZjRAN29yVSrTCzEF4tXEwrUkIwGMaMBSH+jakuEKLBFGbJLQWqfYfD1mhoC0SRJR+obcVw+bO58HG4/bl8eg/v2yOQImi5cXj92tx+c3i2ymemWDjP9EycYqCFUW0MoUE04UE0kVEM8VEs8XIsjGWK/7h6IhyAeZt7SdQQCtdgSYZLJZOo7T8MONjuGYePQPbqlMrj8LNpssjnmwun14/Tm4/bl4/Xl4/Xnk+f343Knj0mHB+yu1O9pJiCZADOBmYgRjcYIh4IUuUxIpFqnflizkU2VNcSiIWKREIlIiEQsTCIWhliYkwZ1gXgEIx5h/qoNVFTXkLQ5idtSz2W4fOmWFg958RoG7TMUuyePypiDmN2Dz5eH15eP4fKl9507/VImMy2mmAmSsQiB2mpqa6oJ1lYRCtQQDtYQDdVycG839ngIElG+W7meNZuqMOIR7MkITjOWbuWwYRoGI3Yrxe9xgd3F0mpYWgU2tx+7Oy/17bc3H7c3D68/n13LuuLypPdX5if9vkrGUz+JGGYinmq1SEQhHqG8oop1myoJhYJEwkGikRCxcJB4NEQyFubY3QvJs8chHmbx2k2sLN+MgxhJm4uEzZVuqUq19hywWzeKi4rA6WFd0GBlDTg9PtzePDxePx6fH58/H5/Pj8PtS71X069p6vWNk4zHCQQD1AYCBIJBgsEgA4qd+B2J9Gu8iW9XbCAeDZOIhUjGItjNVKuMw4xxSB8/pd7U+2td0MZX5VFMhxebO/WcTo8fl8ePx5dH77JiigpTLUNJuwdcvtRra3Nu9X5Iva7EIxjRAKFANZurqogEU69rLFRDNFjLhvI1FPg9DCp109WdgHiYDZXVLFpTkWotTbeaYrNjs9lI2D3svks3du1WCi4fm+NOPl8TxeHNw+nJx+P14/b58Xl9+Hw+CvPzUq1pNkdqvyV/2m+pfRclEAwSCNSS50iSn95nGytrmLesnGgkRDQSSu+7cPq4i7JfTw8Dil0QD1MTCPDpj0FiNi8JuwfD5cXmykvtO6+f3t260iedN25zU5Vw4c8rwO3NSx1vW74fSJ9L4iGIBoiFaqmtqSZQW0UoUEsklHpPxMJBds2HXnlgxILU1tbwzfJyjGSUZLrlL7U1g7jNRY+SYgbu2h2cPqI2L+8sDeBw+3F68zKvrcdfgM+XR1FRIQX5hT+1GJjJn17bRBxiAcxILeFgLUYsgJcIRANEQzUsXFVOPBIgEQ5gxgIQDWKLh7DFQxT7XfQryQPDIJ40mLtsM1Gbj5jDS8LuS7XKu/KwuX10L+nK/gN2Sfdo8PHdxgRefwEer4/PP/ucUSOPxunY4u9DIpJunQ8SD9UQDFSnziHpc3AsWE08VEOxM0af/CRGNEAiUsu3y9aRMM30PiNzLonYfOQVFHHAHruk/3bm8daSEAmnH4e3AJevEE9eId68Qvz5RRQUFtI1r+6LdSO1r+JhiAYhlmpJC9ZWEaiuxB6rodQZhUg1RKqZt3hV6u97tAZnvBZbIkLcTH3i8LqcDOiRHsrgKeSdZWECNj82TyEOfxdceV3w5HfFV9iVoi4l9O7ZI/X3yTAyn3liyUSq1SxcRTJUSahqE8nARgrNGghuhFAFS5avxB7ehCtaiTteQ8y0ETXtRAw3YU8p++65O2ZBL8yiPvyvwk8svzdlPfvQq4uf3u7U62BGagl/9xLu//6Z/MBaDlv2F/5ccjtXnzOmXlfy9mb1Z+A6db3RmiKnWpwOP/xw9t9/f+69997MskcffZRrrrmGqqqqJj1PdXU1hYWFTaoq20MsFmPWrFmceOKJ1hROiRhrp59Ez03/I+guxTvhOYye+7V7Dmk6q48ZyT06ZqS5dMxIc+mYyQHBCpJPnYntx0/ZaBZwW59H+MvEY9t/nF5athwzzakNcuo6TgcffDDvvPNOvWWzZ8/m4IMPtihR7jM+uJeem/5H0unDN/ElFU0iIiIiHZGvGNsvXyDYZSAlRjXHL/szL3z+o9WpcoqlhVNtbS3z5s1j3rx5QGq68Xnz5rFy5Uog1c1u/PjxmfUvvfRSli5dym9+8xsWLFjA9OnTefbZZ7n22mutiJ/TTNMkvmk5vJ+aodB20r3Qfeuh/iIiIiLSYXgK8Z39KAnDyUj7l3zyykNUBKJWp8oZlhZOn332Gfvttx/77Zdq5Zg8eTL77bcfU6ZMAWDt2rWZIgqgX79+vPbaa8yePZshQ4Zw11138fDDD2sq8hZ4a345H8yYlOqr3edQ2PdMqyOJiIiISFvrNgiO+A0Al5rP8vB/F1kcKHdYOjnEkUceud1r0Tz22GONPubLL79sw1Sdw7/eeZ8Hox+k5h044badujaTiIiIiOQO+8GXE507nd0i66ia+08qDr8pNSW9bFdOjXGS1vHFys0cvP5ZbIZJpN9I6L6P1ZFEREREpL2483Aenpp1eiL/5v8+XmFxoNygwqkTevq/33Cm/T8AuA+70uI0IiIiItLejAMmknD4GGBbw8X9NlgdJyeocOpkqsMxXAtexmdECHfZA/odYXUkEREREWlv7nzsg08DwPnVPy0OkxtUOHUyb88v5wTjIwA8w8ZpbJOIiIhIZ7V/evbq716EcNMvBNtZqXDqZD744lsOts1P3dj7NGvDiIiIiIh1eg8nWdwfYkHunP4A0XjS6kRZTYVTJzOx+Gtshkmo2/7QpY/VcURERETEKoaBMfAkAAZs/i+fLa+wOFB2U+HUyexT+yEA3qGnW5xERERERKxmDDwRgKNs83hv/hqL02Q3FU6dSTQIK+am/j/gWGuziIiIiIj1djmQiLuYQiPIpvlzrE6T1VQ4dRKmaTJn9r8hEcEs2AVKdrc6koiIiIhYzWbHtsfxAOxVO5elG2otDpS9VDh1Eis2Bflh7ssAxPsdpdn0RERERAQA5+5HA3CQbT7/W6pxTtuiwqmT+HDJRg63fQ2Ac49jLE4jIiIiIlmj7yEADDJW8M2SlRaHyV4qnDqJrxYtZU/bj6kbuuitiIiIiNQp6Ekorw92w2Sf5Hyr02QtFU6dhLniYwCChQPAV2xxGhERERHJJp7dDwdgXNkqi5NkLxVOncD66jB9w98B4OwzwuI0IiIiIpJtjL6Hpv6z4kNrg2QxFU6dwJerKtnfWAyocBIRERGRRvT5GQDm2q+orq2xOEx2UuHUCXy1ciNDbEtSN3oPtzaMiIiIiGSfwt7E3F0xknFufvg5q9NkJRVOncBlAyP4jAgJVwGU7Gl1HBERERHJNoZBrPsQAPI2fUM8kbQ4UPZR4dQJ5G/6CgB77wPAppdcRERERBry7joMgL3MJSzZELA4TfbRp+jOYN03qX97DLE2h4iIiIhkLaPX/gDsY1vKt6urLE6TfVQ4dXCfLa9g9YJPUze6DbY2jIiIiIhkr577AbCH8SMLfiy3OEz2UeHUwf130XqKahalbnTfx9owIiIiIpK9CnoQcpdiN0zCK760Ok3WUeHUwW1etQC/ESFu80DXAVbHEREREZEsluiW+qLdsfF7kknT4jTZRYVTB2db/y0AoS57gM1ucRoRERERyWbeXnsDcGK3zUTimllvSw6rA0jbCUTilAR+AAc4e2liCBERERHZPnu3VOF0oH89uPSl+5bU4tSBLSqvYS9jBQCeXVQ4iYiIiMgOlA1M/bt+vrU5spAKpw5swboadjdWp26UDrQ2jIiIiIhkv5I9AQOCm1i1aoXVabKKCqcObOX6CnobG1I3Sve0NoyIiIiIZD+Xj4C/NwAP/+s1i8NkFxVOHdivhjmwGSZJdyH4S62OIyIiIiI5IJnuqeTZvAjT1Mx6dVQ4dWD2ih8AsJXuAYZhcRoRERERyQXenoMB6BNfwYbaiMVpsocKp45sY6pwomQPa3OIiIiISM5wdN8LgP62NSwur7U4TfZQ4dRBraoI8ulnH6dulOxubRgRERERyR3F/QHoa6xjyQYVTnVUOHVQC9fV4KlanLqhFicRERERaaquuwHQzahkzfqNFofJHiqcOqhlG2rob6xN3SjRjHoiIiIi0kTeLoSdRQBE1i+2NksWUeHUQW1auwyfESFh2KFLH6vjiIiIiEgOSXZJtTod3yNgcZLsocKpg4qsXwJAyNcL7E6L04iIiIhILvF1Tw31GF6w2eIk2UOFUwflqF4JQKKor7VBRERERCT3dE1NEEHFUmtzZBEVTh1QJJ6gMLwaAFfJbhanEREREZGcU5z6DBlYu5CNupYToMKpQ1pfHaGPUQ6Ap6y/xWlEREREJOekW5yC6xbx7vfrLQ6THVQ4dUC9i32c1DsKgFHcz+I0IiIiIpJz0tdyKjWqWVNebnGY7KDCqYMyKpen/tOlr5UxRERERCQXeQoyU5IHNiy3NEq2UOHUEYWrIbgp9X8VTiIiIiLSApG8XgAkK1ZYnCQ7qHDqgP75+n8AiHm6gjvf4jQiIiIikpOKdgXAE/jR4iDZQYVTB7Rq2fcABHy7WJxERERERHKVuyQ1Vr4ouo5wLGFxGuupcOqAvDWpazipm56IiIiItJS7pC8AuxgbWFMZsjZMFnBYHUBaVyASp0tsHTjAU6oZ9URERESkZYx0V70DimoxvE6L01hPhVMHs7oyRE+jAgBP110tTiMiIiIiOStdOJXG10Ge2+Iw1lNXvQ5mTWWInsbG1I3C3taGEREREZHcVfdZMrQ5NWtzJ6fCqYNZVxWmp5GeirxQk0OIiIiISAt5CjA9XQBYtOh7i8NYT4VTBxOoqaKLUZu6ocJJRERERHZClbsHAP+eM9fiJNZT4dTBXLCvCwDTXQCeAovTiIiIiEguS6bHOTlrVlmcxHoqnDqaqtRBbai1SURERER2kqtLapyTL1xOMmlanMZaKpw6mqr0lZ1VOImIiIjITvKWpAqnMjaxoTZicRprqXDqQEzT5KX/fAxAxNfT4jQiIiIikuvshb0A6GFUsK4qbHEaa6lw6kCqw3ESm1Nd9WxdNBW5iIiIiOykglTh1J0K1lWrcJIOYl1VmB6kpiJ3FuvityIiIiKykwpSvZi6G5tZXxWyOIy1VDh1IGuqQj9dwyn97YCIiIiISIvlp6YjdxsxRnQ3LA5jLRVOHci6yhDdjYrUjQKNcRIRERGRneRwgb8UgD281RaHsZYKpw6kYtN6PEYsdSO/u7VhRERERKRjqPtCvnqNtTkspsKpAwlXrE796ygAp9fiNCIiIiLSESTyUoXTkiWLLE5iLRVOHYg3sh6AsLfM4iQiIiIi0lHUuFOfLd/55EuLk1hLhVMHcvn+fgAKSjWjnoiIiIi0Dk/X1GVuihMbCUbjFqexjgqnjqRmLQC2gh4WBxERERGRjsLdZRcAurOJ8uqIxWmso8KpI6lZl/o3X4WTiIiIiLQOY4trOa2r6rwXwVXh1EFsqInwydffAWBqRj0RERERaS3pz5ZlRiXl1SqcJMetqwrjCpUDYKjFSURERERaS15qcogCI8iGzZXWZrGQCqcOYn1NmDJjc+qGCicRERERaS2eIuKGC4Dw5rUWh7GOCqcOYn11iDIqUzc0OYSIiIiItBbDIO5PtTod24knb1bh1EHUblqHw0iSxAC/ruMkIiIiIq3HU5T6Yn6gP2hxEuuocOogopt/BCDoLAa7w+I0IiIiItKh5HVL/Vtbbm0OC6lw6iAS6anIo95Si5OIiIiISEeT8KcKp+UrllqcxDoqnDoIf6wCgKRPhZOIiIiItK6IJ/UZ839fzSeWSFqcxhoqnDqIC4bmAVBctovFSURERESko/F0SV0Et8yoZFNt1OI01lDh1FEENgBgy1OLk4iIiIi0LltB6iK4pUYlG2oiFqexhuWF0wMPPEDfvn3xeDyMGDGCTz75ZLvr33vvvey55554vV569+7NtddeSzjcea9gnJEunOouUCYiIiIi0mrSnzHLjEo21qpwanfPPPMMkydPZurUqXzxxRcMGTKEUaNGsX79+kbXf+qpp/jd737H1KlT+f7773nkkUd45pln+P3vf9/OybPLqoogXy/8IXVDU5GLiIiISGvLS7U4daWajdWdc0pySwunu+++m4suuoiJEycyaNAgZsyYgc/nY+bMmY2u/9FHH3HIIYcwbtw4+vbty3HHHcfYsWN32ErV0a2tCuMKb0rd8JdYG0ZEREREOh5/KUkMHEaSms2dc0pyyy74E41G+fzzz7n++uszy2w2GyNHjmTu3LmNPuZnP/sZ//znP/nkk08YPnw4S5cuZdasWZx77rnbfJ5IJEIk8lNzYnV1NQCxWIxYLNZKv03L1WXYmSzlVUH6GVWp7XiKIQt+L2k7rXHMSOeiY0aaS8eMNJeOmc4h6ijCH99MeNPqnX6ts+WYac7zW1Y4bdy4kUQiQbdu3eot79atGwsWLGj0MePGjWPjxo0ceuihmKZJPB7n0ksv3W5XvWnTpnHjjTc2WP7WW2/h8/l27pdoRbNnz27xYz9ca3IiNQC887+viThXtlYsyWI7c8xI56RjRppLx4w0l46Zju1ntjz8bKZbzffMmmVvlW1afcwEg03vdmhZ4dQSc+bM4c9//jPTp09nxIgRLF68mKuvvpqbb76ZP/3pT40+5vrrr2fy5MmZ29XV1fTu3ZvjjjuOgoKC9oq+TbFYjNmzZ3PsscfidDpbtI21b3yCfZ1JEoNjTj4TbDn1skoztcYxI52LjhlpLh0z0lw6ZjoH++aHYfkqfj68H+bgE3dqW9lyzNT1RmsKyz5hl5SUYLfbKS+v30eyvLyc7t27N/qYP/3pT5x77rlceOGFAOyzzz4EAgEuvvhi/vCHP2CzNRyy5Xa7cbvdDZY7nc6semPvTJ5YbWpGvbCjEJ/b25qxJItl2zEs2U/HjDSXjhlpLh0zHVx6Zj1HeDO00uts9THTnOe2bHIIl8vFsGHDeOeddzLLkskk77zzDgcffHCjjwkGgw2KI7s91Uxommbbhc1yyZrULIQRT1eLk4iIiIhIR5XwpSYhW7FyubVBLGJpn67JkyczYcIEDjjgAIYPH869995LIBBg4sSJAIwfP55evXoxbdo0AE4++WTuvvtu9ttvv0xXvT/96U+cfPLJmQKqM/LHKgBIeDWjnoiIiIi0jYirGB/w8TcL6Xl6Eqfd8kvCtitLC6ezzjqLDRs2MGXKFNatW8fQoUN54403MhNGrFy5sl4L0x//+EcMw+CPf/wjq1evprS0lJNPPplbb73Vql8hK1y4fz68CcVlvayOIiIiIiIdlKdL+lpORjWbg1HK8j0WJ2pfls8iMGnSJCZNmtTofXPmzKl32+FwMHXqVKZOndoOyXJIbaqrni2v2w5WFBERERFpGVt6jFNXo4qKQOcrnDpX+1pHFUhNDqGL34qIiIhIm/GXAlBiVFNRG7U4TPtT4ZTj1teE+eL7Rakb6W8BRERERERaXfpL+q5Us6k2YnGY9qfCKcetr47gCG1M3Uh/CyAiIiIi0urSnzW9RpTq6iqLw7Q/FU45bmNthBIjfeD61eIkIiIiIm3E5SdqS41rCletszhM+1PhlOMqaiN0JX3F4zy1OImIiIhI20mmL39zWE+Lg1hAhVOOC1RX4DbiqRvqqiciIiIibchTlJrFeQ9/2OIk7U+FU46LVpUDELb5wOm1OI2IiIiIdGh1X9TXzerciahwynGJmtQ1nEKurhYnEREREZGOLp7uqrdi1QqLk7Q/FU45zhutACDmUeEkIiIiIm2rylYIwEdffW9xkvanwinHnTskD4CSsh4WJxERERGRjs5VkJ6SPF5FImlanKZ9qXDKdcFNANj8anESERERkbblLUxd/qaIWiqDUYvTtC8VTrkuuDn1r7fY2hwiIiIi0uE50l/WdzFqqAiocJIcYZom//16IQAhZ5G1YURERESk4/OlvqzvQg2bVDhJrghGE8RrNgLqqiciIiIi7cBX1+KkrnqSQzYHo3QxagFw5ZdYnEZEREREOjxvFwDyjRBVtUGLw7QvFU45bHMgRhdqADB8anESERERkTbmKcJMlxDDSjWrnuSIVItTqnBChZOIiIiItDWbDcOXanUakKeuepIjKmuDFBrpJlKfZtUTERERkXZQ94V9+rI4nYUKpxwWrEpNDJHEAE+RtWFEREREpFOIu1MtTst/XGVxkvalwimHGaEKAML2PLA7LE4jIiIiIp3BxmQeAG99Ot/iJO1LhVMOO2tvP/DTFZxFRERERNpceoiIM1JpbY52psIpl6X7lRoa3yQiIiIi7cSevn6oO7bZ4iTtS4VTLgumuuppRj0RERERaS+ugtT1Q73xakyz80xJrsIph73+yXcAVBn5FicRERERkc7CU1AKQKFZTSiWsDhN+1HhlMMqNq4DIOostDiJiIiIiHQWrvxUi1MXo5bNwZjFadqPCqcc5o1VAuDML7U2iIiIiIh0GkZ6mEgRNVQGO89FcDWHdY4KRRPkmzUAeApVOImIiIhIO0kXTj1dQary3RaHaT9qccpRm4NRuhi1ALjTA/RERERERNpcekZnd7yGMl/naYdR4ZSjKgJRupBqcTI0q56IiIiItBdPEWCk/h/qPFOSq3DKUZXBGF2MVOGk6chFREREpN3YHSTdqcnJflyz2uIw7UeFU46qDUcoIpC64dUFcEVERESk/VSSuhzO25/PtzhJ+1HhlKOO7+/FZqQvOOZT4SQiIiIi7SfqLgLADFRYG6QdqXDKVcFNqX/dBWB3WptFRERERDqVhLsLAEZok8VJ2o8Kp1wVTFf3am0SERERkfaW/gxqj2hyCMlyr3/6HQDVRr7FSURERESkszH8qcnJXCqcJNuVr1sDQI2twOIkIiIiItLZOPJS1xH1xKssTtJ+VDjlKHu4EgDT08XaICIiIiLS6XjyUy1O3ng1yaRpcZr2ocIpRzmiqere8BZZG0REREREOh1vQWqM075dIWl2jsLJYXUAaRlXrBoAu18tTiIiIiLSvpz+VOHU3RUGe+doi+kcv2UH5EnUAODM62pxEhERERHpdLzpL+/Tw0c6AxVOOSiWSOJP1gLgztd05CIiIiLSztLDRRLBzWysjVibpZ2ocMpBteE4RUYAAG++WpxEREREpJ15igCwx4N8tGittVnaiQqnHNTF72JIaer/dp/GOImIiIhIO/MUZv4bqd5kYZD2o8IpRxmhytR/NKueiIiIiLQ3m52QLQ+AaKBzXARXhVMuMs2fBuKlm0lFRERERNpTxJEPQLy2wuIk7UOFUw7634KVkIynbqjFSUREREQsEHUWAJAMqsVJstTqtWsAiOMAp8/iNCIiIiLSGSXc6XFOnWRKchVOOSiabg4N2fPBMCxOIyIiIiKdUTJdOBmRSmuDtBMVTjkonh6AV9c8KiIiIiLS3vKKSgAY0d1ucZL2ocIpByVD6cLJVbiDNUVERERE2kZhcRkAexUlLU7SPlQ45aL0VOSZfqUiIiIiIu2tbnZnjXGSbGWLVKX+o6nIRURERMQiyfRn0cqK9ZimaW2YdqDCKQe5YtUAGJqKXEREREQsEnelxtsvXL6KQDRhcZq2p8IpB525d+piY93LulucREREREQ6K6e/GIBCAlSHYhanaXsqnHKQke5Havd3sTaIiIiIiHRadb2fCo0AVSqcJCvVDcDTGCcRERERsUpd4aQWJ8lGVcEYS1etBsD0aFY9EREREbFI+kt8nxGhOhCwNks7UOGUYzYFIpjp6cgNr7rqiYiIiIhFtvgSP1xTYWGQ9qHCKcdUhWIUGbWpG5pVT0RERESsYrMTtPkBiKpwkmxTFYxSSLopVGOcRERERMRK6c+jg7smrc3RDlQ45ZhATRUOI31gqqueiIiIiFjIV1gCwJ4Fuo6TZJlwzSYAYjjB6bU4jYiIiIh0anU9oNJj8DsyFU45JhbYDEDYkQ+GYXEaEREREenM4u7UBBEbNpRbnKTtqXDKMclgqnCKOPItTiIiIiIind3qsBuAd+ctsjhJ21PhlGPG7pMqmLp0LbM4iYiIiIh0djZfasy9M1ZlcZK2p8Ipxxjh1EFp92liCBERERGxliP9mdQdq7E4SdtT4ZRrwpWpfzUVuYiIiIhYzJlXDIA3ocJJssxH3y0BoCKpGfVERERExFqe/FSLk9+sJZ7o2NdyUuGUY8o3bAAgYPgsTiIiIiIinZ0nL1U45ROiJhy3OE3bUuGUY1zxWuCn/qQiIiIiIlap+0yaT5DqcMziNG1LhVOO8SRShZPTV2RtEBERERERTwEApa4IfrfD4jBtq2P/dh1MPJHEbwbAAHdekdVxRERERKSzc6cKJ0+iFo/fZXGYttWkwulvf/tbszc8ceJE8vN1kdbWVBuJk08Q+GkgnoiIiIiIZdItTphJiNaCu+N+/m9S4XTNNdewyy67YLfbm7TRVatWcdJJJzWpcHrggQf4y1/+wrp16xgyZAj33Xcfw4cP3+b6lZWV/OEPf+Bf//oXFRUV9OnTh3vvvZcTTzyxSdlyWU34p8LJqTFOIiIiImI1pw/T5sBIxqmo2Ehxj05eOAF89tlnlJWVNWndprY0PfPMM0yePJkZM2YwYsQI7r33XkaNGsXChQsbfa5oNMqxxx5LWVkZzz//PL169WLFihUUFRU19dfIadXhGL2MVOGUqe5FRERERKxiGAQMH3lU8+6XP3B6j35WJ2ozTSqcpk6dSl5eXpM3+vvf/57i4uIdrnf33Xdz0UUXMXHiRABmzJjBa6+9xsyZM/nd737XYP2ZM2dSUVHBRx99hNPpBKBv375NzpXrBnXPB1sYTDL9SUVERERErBS150Gimniw0uoobarJhVNzXH/99TtcJxqN8vnnn9db12azMXLkSObOndvoY15++WUOPvhgrrjiCv79739TWlrKuHHj+O1vf7vNboSRSIRIJJK5XV1dDUAsFiMWs37KxLoMTcoSrcVpJlLrO3yQBfml/TXrmBFBx4w0n44ZaS4dM51bxJEPUYgHK5t8DGTLMdOc59/pWfWi0SjRaLRZLVIAGzduJJFI0K1bt3rLu3XrxoIFCxp9zNKlS3n33Xc555xzmDVrFosXL+byyy8nFotts7ibNm0aN954Y4Plb731Fj5f9lxEdvbs2TtcxxOtYBSQxM6st94Dw2j7YJK1mnLMiGxJx4w0l44ZaS4dM53TwJiNHsCmNcuYNWtWsx5r9TETDAabvG6zCqdHH32UL774goMOOohzzjmH66+/nrvvvpt4PM7RRx/N008/TdeuXZsduKmSySRlZWU89NBD2O12hg0bxurVq/nLX/6yzcLp+uuvZ/LkyZnb1dXV9O7dm+OOO46CAuu7u8ViMWbPns2xxx6b6X64LZ99+hF8BzFnPieOHt1OCSXbNOeYEQEdM9J8OmakuXTMdG5rfnwUNnxPSZ6jyRO2ZcsxU9cbrSmaXDjdeuut3HrrrRxyyCE89dRTfPDBB7z00kvcdNNN2Gw2/va3v/HHP/6RBx98sEnbKykpwW63U15eXm95eXk53bt3b/QxPXr0wOl01uuWt9dee7Fu3Tqi0SguV8O5491uN263u8Fyp9OZVW/spuT5sXwDADWGn5Isyi7WyLZjWLKfjhlpLh0z0lw6ZjopTyEA9mhts19/q4+Z5jx3kwunxx57jEceeYSxY8fy2WefMWLECJ599ll+8YtfADB48GAuvfTSJj+xy+Vi2LBhvPPOO4wZMwZItSi98847TJo0qdHH1BVtyWQSm80GwKJFi+jRo0ejRVNHkwxVARBzNK9bpIiIiIhIWzHShZMz1vTWm1xka+qKK1eu5NBDDwXggAMOwOFwMHjw4Mz9++67L2vXrm3Wk0+ePJl//OMfPP7443z//fdcdtllBAKBzCx748ePrzd5xGWXXUZFRQVXX301ixYt4rXXXuPPf/4zV1xxRbOeN1eZ6cIp7uy48+OLiIiISG7JL0zNpr131449/r7JLU6xWKxelzeXy1WvacvhcJBIJJr15GeddRYbNmxgypQprFu3jqFDh/LGG29kJoxYuXJlpmUJoHfv3rz55ptce+217LvvvvTq1Yurr76a3/72t8163lxlRlJVfFJTkYuIiIhIlujStRSAgUWmxUnaVrMmh5g/fz7r1q0DwDRNFixYQG1tLZCaJa8lJk2atM2ueXPmzGmw7OCDD+Z///tfi54r19miqcLJVOEkIiIiItmi7rNppGN31WtW4XTMMcdgmj9VkieddBIAhmFgmiaGpsduU/b0wWh4VDiJiIiISHYw3fkYQKimAlfSxG7rmDVBkwunZcuWtWUOaQJnPNW6Z/MWWpxERERERCQl6S7EDqxcs47SUIxif8ectK3JhVOfPn3aMoc0wejd/TAfupd12/HKIiIiIiLtwJ7+Uj/fCFIT7uSF09dff93kDe67774tDiPb50hP8ej0FVkbRERERESkTno68gKCLA/HLQ7TdppUOA0dOrTJ45iaO7OeNEM4PeBOY5xEREREJFukJ4fIM8LUBCMWh2k7TbqO07Jly1i6dCnLli3jhRdeoF+/fkyfPp0vv/ySL7/8kunTp9O/f39eeOGFts7badWEY6xdXw6A6dYYJxERERHJElt8qR+q3WxhkLbVpBanLcc3nXHGGfztb3/jxBNPzCzbd9996d27N3/6058YM2ZMq4cU2ByI4QhXgaFZ9UREREQkizjcRA0XLjNKtAMXTk1qcdrSN998Q79+/Ros79evH/Pnz2+VUNJQdThGPqHUDY9anEREREQke4RtfgCigUprg7ShZhdOe+21F9OmTSMajWaWRaNRpk2bxl577dWq4eQn1cEw+YYKJxERERHJQp4iAPoXJK3N0YaadQFcgBkzZnDyySezyy67ZGbQ+/rrrzEMg1deeaXVA0pKqLbqpxtuddUTERERkexRUFQMgWXsXWx1krbT7MJp+PDhLF26lCeffJIFCxYAcNZZZzFu3Dj8fn+rB5SUSLq/aNRw4XJ0zLnxRURERCRH1X2xH67a/no5rNmFE4Df7+fiiy9u7SyyHdFAqnAK2fJQ2SQiIiIi2SThLsAOVFdtoqP2jWrSGKeXX36ZWCzW5I3OmjWLUCjU4lDSUCyQqt4jjjyLk4iIiIiI1LeiNtUeM/uLHyxO0naaVDideuqpVFZWNnmjZ599NmvXrm1pJmnEzwemukF26VJicRIRERERkfrqLpfjjFVbnKTtNKmrnmmanHfeebjd7iZtNBwO71QoacgVrwXA6dOMeiIiIiKSXWze1GdUZ6zW4iRtp0mF04QJE5q10XPOOYeCgo7au9Ei4XT1rqnIRURERCTLOHxFALgSnbxwevTRR9s6h+zAF4uWsz9QkfDQgWd5FBEREZEc5PAXAeBNdtzCqdkXwBVrrFpXDkBl0mNxEhERERGR+tx5RQD4kgGSSdPaMG1EhVOOcKT7i9rUVU9EREREsozX3wUAP2EC0bjFadqGCqcc4UoEALB7NXZMRERERLKLy5/6cr+bO2pxkrbTogvgSvtzJ4IAODSrnoiIiIhkmbrpyAuMMHicFqdpG2pxyhEeM1U4uXxqcRIRERGRLOPOT/0brYFk0tosbaRJLU5/+9vfmrzBq666qsVhpHGReAK/GQQDPOkZS0REREREskZd4QQEA5X48jvePNBNKpzuueeeerc3bNhAMBikqKgIgMrKSnw+H2VlZSqc2kAgkiCPEADuPHXVExEREZEs4/AQx46DBB9+t5xjD+p4hVOTuuotW7Ys83PrrbcydOhQvv/+eyoqKqioqOD7779n//335+abb27rvJ1SodfJLv7U7CQOrwonEREREckyhkHY5gMgUltlcZi20ewxTn/605+477772HPPPTPL9txzT+655x7++Mc/tmo4SbHbDOzR1Kx6uPKsDSMiIiIi0oiI3Q9ALFhpbZA20uzCae3atcTjDedmTyQSlJeXt0oo2Uo8AolI6v9b9B8VEREREckWMXvqC/5kuNriJG2j2YXTMcccwyWXXMIXX3yRWfb5559z2WWXMXLkyFYNJyk/rFr70w0VTiIiIiKShWLOVItTMlxjcZK20ezCaebMmXTv3p0DDjgAt9uN2+1m+PDhdOvWjYcffrgtMnZ6K9amWvLChgdsdovTiIiIiIg0lHCmh5REOmbh1OwL4JaWljJr1iwWLVrEggULABg4cCB77LFHq4eTlFgw1dwZtvnxWJxFRERERKQxSWeqZ5Shwqm+PfbYQ8VSO4kHUzOTRO0+i5OIiIiIiDTOV1AE5TCgyLQ6SptoduF0/vnnb/f+mTNntjiMNC4RSrU4RdMzlYiIiIiIZJvupaXwAwwtbfZooJzQ7MJp8+bN9W7HYjG+/fZbKisrOfroo1stmPykbmaSuFNTkYuIiIhIlnIXpP5VV72UF198scGyZDLJZZddRv/+/VsllGwlffAlVDiJiIiISJYyXXkYQCRYhdvqMG2gVdrRbDYbkydP5p577mmNzcnWorVA6mAUEREREclG66MuAD5ZsMLiJG2j1TogLlmypNEL48rOO35AalKIXbqVWZxERERERKRxTl8hAJ5kENPseBNENLur3uTJk+vdNk2TtWvX8tprrzFhwoRWCyY/8ZkhADx5RdYGERERERHZBnf6s2oeISLxJB5nx7r+aLMLpy+//LLebZvNRmlpKXfdddcOZ9yTFqobYOfOtzaHiIiIiMg2ePxFQKpwCkTiKpzee++9tsgh27H4x7UMAGrwotJJRERERLKR3ZuaVS/PCFETSdC1gw3Pb/YYp6OPPprKysoGy6urqzUdeRtZv3EjAEE8FicREREREdmGdO+oPELUhKMWh2l9zS6c5syZQzTacEeEw2Hef//9VgklPzFNE28yCIAr3fwpIiIiIpJ10oWT00gQDAYtDtP6mtxV7+uvv878f/78+axbty5zO5FI8MYbb9CrV6/WTSdE4kn8pA48t7/Q4jQiIiIiItvg9GNiYGBS7AhbnabVNblwGjp0KIZhYBhGo13yvF4v9913X6uGE6iNxMkz0rPq+btYnEZEREREZBtsNgx3PkSq6V/QiacjX7ZsGaZpsttuu/HJJ59QWlqauc/lclFWVobd3rFmzsgGteE4xaQqdlt6wJ2IiIiISFZKF05Eqq1O0uqaXDj16dMHgGQy2WZhpKHacIxdSbU44epgU5OIiIiISIdiuvMxgGigCpfVYVpZkwqnl19+mRNOOAGn08nLL7+83XVPOeWUVgkmKcFANTYj3dSp6ziJiIiISBb7MWCnN/D65z/w892PtDpOq2pS4TRmzBjWrVtHWVkZY8aM2eZ6hmGQSCRaK5sA+5SkJj40DTuG02txGhERERGRbYs5Uz2kzM7aVW/L7nnqqte+vGaqm57hzgfDsDiNiIiIiMi2JdKFE5Eaa4O0gWZfx0naWV217tbEECIiIiKS3cz0mHwj2vEKpya1OP3tb39r8gavuuqqFoeRhr5btpq9gQAe/FaHERERERHZnvSYfHu01uIgra9JhdM999zTpI0ZhqHCqZUtXrWGvYFNcbcKJxERERHJaka6l5Qj1kkLp2XLlrV1DtkGM90/NO7QVOQiIiIikt3s6euOOuMdr3DaqTFOpmlimh3vqsDZxAynCqekruEkIiIiIlnOX1AEQG9/x5tpu0WF0yOPPMLgwYPxeDx4PB4GDx7Mww8/3NrZBLCl+4eaKpxEREREJMt1KykFYI8ia3O0hSZ11dvSlClTuPvuu7nyyis5+OCDAZg7dy7XXnstK1eu5Kabbmr1kJ2Zra5/qC5+KyIiIiLZrm4m6HCVtTnaQLMLpwcffJB//OMfjB07NrPslFNOYd999+XKK69U4dTKHOn+oYZH05GLiIiISJZzp3pJJSO1GKaJ0YGuQ9rsrnqxWIwDDjigwfJhw4YRj8dbJZT8pG5gnV2Fk4iIiIhkuYQzNQ/0xooKNgdjFqdpXc0unM4991wefPDBBssfeughzjnnnFYJJT85qJcbgG5lpRYnERERERHZPrsnNbzET4jacMdqVGl2Vz1ITQ7x1ltvcdBBBwHw8ccfs3LlSsaPH8/kyZMz6919992tk7ITyyMEgC+v0OIkIiIiIiI74EoXTkaEFeEo4LM2TytqduH07bffsv/++wOwZMkSAEpKSigpKeHbb7/NrNeR+jNaKlKd+tetrnoiIiIikuXcP80EHQpUAUWWRWltzS6c3nvvvbbIIY2IxBOENldQBCSceditDiQiIiIisj0ODwls2EkSru1YM+vt1AVwpW1VhWLEQqkWJ5tH05GLiIiISJYzDMKGF4BosNriMK2r2S1O4XCY++67j/fee4/169eTTCbr3f/FF1+0WrjOrjYcp0d6jJOh6ziJiIiISA6I2Hz4EwEVThdccAFvvfUWp59+OsOHD9dYpjZUGwrhNaKpGyqcRERERCQXuPMguIEyTyefVe/VV19l1qxZHHLIIW2RR7ZQr1+oCicRERERyQHFXYohuIz9ylo0gXfWavYYp169epGfrw/x7SESSBVOEdxgd1qcRkRERESkCVzpmfWitdbmaGXNLpzuuusufvvb37JixYq2yCNbiKX7hYZsHWf+exERERHp4NI9pZLhGouDtK5mF04HHHAA4XCY3Xbbjfz8fIqLi+v9SOuJh9ItTiqcRERERCRHLEnPCfHKp4usDdLKmt3xcOzYsaxevZo///nPdOvWTZNDtKERPV0AFBR2sTiJiIiIiEjTJB1+AGyxjtVVr9mF00cffcTcuXMZMmRIW+SRLRTaIwB48wotTiIiIiIi0kTu1BgneyxgcZDW1eyuegMHDiQUCrVFFtlaJF2l1w2wExERERHJcrb0GCdHPGhxktbV7MLptttu47rrrmPOnDls2rSJ6urqej/Sen74cS0AVUm3xUlERERERJrG5kkVTs5Exyqcmt1V7/jjjwfgmGOOqbfcNE0MwyCRSLROMmHhynXsDqwN2VFnPRERERHJBQ5vqnByJTtWV71mF07vvfdeq4d44IEH+Mtf/sK6desYMmQI9913H8OHD9/h455++mnGjh3Lz3/+c1566aVWz2W1TL9QddUTERERkRzh9BUA4El2rOE9zS6cjjjiiG3e9+233zY7wDPPPMPkyZOZMWMGI0aM4N5772XUqFEsXLiQsrKybT5u+fLl/OpXv+Kwww5r9nPmirrCyXCrcBIRERGR3ODNKwKg1BWzNkgra/YYp63V1NTw0EMPMXz48BbNtHf33Xdz0UUXMXHiRAYNGsSMGTPw+XzMnDlzm49JJBKcc8453Hjjjey22247Ez+rOdL9Quv6iYqIiIiIZLvCgiIAdvV3rCE8zW5xqvPf//6XRx55hBdeeIGePXty2mmn8cADDzRrG9FolM8//5zrr78+s8xmszFy5Ejmzp27zcfddNNNlJWVccEFF/D+++9v9zkikQiRSCRzu24Ci1gsRixmfRVcl6GxLM54usXJ5c+KrJIdtnfMiDRGx4w0l44ZaS4dM1KP3YMTMKMB4ts4JrLlmGnO8zercFq3bh2PPfYYjzzyCNXV1Zx55plEIhFeeuklBg0a1OygGzduJJFI0K1bt3rLu3XrxoIFCxp9zAcffMAjjzzCvHnzmvQc06ZN48Ybb2yw/K233sLn8zU7c1uZPXt2g2Vl8VowYOnKNXw3a5YFqSSbNXbMiGyPjhlpLh0z0lw6ZgTAF1nPsUAiVMmsHXyGtfqYCQabPvNfkwunk08+mf/+97+MHj2ae++9l+OPPx673c6MGTNaFLIlampqOPfcc/nHP/5BSUlJkx5z/fXXM3ny5Mzt6upqevfuzXHHHUdBQUFbRW2yWCzG7NmzOfbYY3E6nfXum//lzQDsPeQAyg480Yp4koW2d8yINEbHjDSXjhlpLh0zUk9gI8z/FY5klP5Df8aePYsarJItx0xzLqfU5MLp9ddf56qrruKyyy5j9913b1GwrZWUlGC32ykvL6+3vLy8nO7duzdYf8mSJSxfvpyTTz45syyZTALgcDhYuHAh/fv3r/cYt9uN293wOkhOpzOr3tiN5dm9yIBKKOlaklVZJTtk2zEs2U/HjDSXjhlpLh0zAoC/S+a/sWgQp7N0m6tafcw057mbPDnEBx98QE1NDcOGDWPEiBHcf//9bNy4sUUB67hcLoYNG8Y777yTWZZMJnnnnXc4+OCDG6w/cOBAvvnmG+bNm5f5OeWUUzjqqKOYN28evXv33qk82cZnhgFw+3UVJxERERHJEQ43cewARAJVFodpPU0unA466CD+8Y9/sHbtWi655BKefvppevbsSTKZZPbs2dTU1LQowOTJk/nHP/7B448/zvfff89ll11GIBBg4sSJAIwfPz4zeYTH42Hw4MH1foqKisjPz2fw4MG4XK4WZcha0fQ+1XTkIiIiIpIrDIOw4QUgFmx6V7hs1+zpyP1+P+effz4ffPAB33zzDddddx233XYbZWVlnHLKKc0OcNZZZ3HnnXcyZcoUhg4dyrx583jjjTcyE0asXLmStWvXNnu7ua4qGCMRrk3dcPmtDSMiIiIi0gwRW6pwinagwqnF05ED7Lnnntxxxx1MmzaNV155ZbvXXtqeSZMmMWnSpEbvmzNnznYf+9hjj7XoObPd2s1VDDTT0yO61OIkIiIiIrkjYvdBAhLhlvVKy0Y7fQFcALvdzpgxY3j55ZdbY3MChGu36A+qwklEREREckjMnuoxFVfhJG0tEkwdZBFcYN+phkERERERkXZl9+QDUOLsOBdFVuGUpWLBVItT3cA6EREREZFcsUu31BTkw3t2nOnpVThlqWhdi5NNhZOIiIiI5Bh3qsWJSK21OVqRCqcsVTeQLmr3WZxERERERKSZ6maFjqpwkjZWVzjFVTiJiIiISI5ZXGUA8PZXSy1O0npUOGWpA3ukLubbtWtXi5OIiIiIiDRPwpFqcTLU4iRtrasrNQNJfkGRtUFERERERJrJ5kldTseZCFqcpPWocMpWkfSc97qGk4iIiIjkGIe3AACXCidpayvWbQCgOum2OImIiIiISPM4vKlZ9dxJFU7SxhauXAPA6qBeIhERERHJLS5fIQBeFU7S1hzx1EFmq5sDX0REREQkR7h8qc+wXkIkk6bFaVqHCqcs5awrnDwqnEREREQkt3jzigAotEeJJpLWhmklDqsDSONc6WZNuwonEREREckxHn9qcogiWwScdovTtA61OGUpVzIEgDM9I4mIiIiISM5wpb/8j4cgEbc2SytR4ZSl6gbS1fUPFRERERHJGe4tLqnTQS6Cq8IpCyWTJl4z1eLk8qnFSURERERyjMNNPD0q6OulP1ocpnWocMpCJtDdmwAgr6DI0iwiIiIiIi0RNLwAhGqrLE7SOlQ4ZSG7zcCdvsqy06uueiIiIiKSeyK2VOEUC1VbnKR1qHDKRslEaiAd/DSwTkREREQkh0RtPgBioRqLk7QOFU5ZqGJzxU83thxYJyIiIiKSI6L2VOGUUOEkbWXFmnIA4tjB7rI4jYiIiIhI88UcfgCSYRVO0kai6ao8ZHjBMCxOIyIiIiLSfIl04WRqOnJpK5FgagBd3YA6EREREZFc40hPctbFHrE4SetQ4ZSFEqG6wslncRIRERERkZbZfZfuAAzv2TGGnqhwykLxcKo5s25AnYiIiIhIzqmb5Exd9aSt1A2gSzhUOImIiIhIjnLVFU4Ba3O0EhVOWSgZSVXl8fSAOhERERGRXLM0fd3bTxatsjZIK1HhlIX27+YAoKxrV4uTiIiIiIi0TGZWvYi66kkb6eaJA1DcpdjiJCIiIiIiLWP3pLrquZIhi5O0DhVO2aiuH2jdgDoRERERkRzj9qWmI3ercJK2sm7DBgBqTY/FSUREREREWsaZLpw8ZtjiJK1DhVMWWrRqHQA/BvTyiIiIiEhu8vgKAPASJpZIWpxm5+mTeRZyJYIA2D35FicREREREWkZj78QAD9hgpGExWl2ngqnLOROpgonh1eFk4iIiIjkJlf6s6zfCBONq3CSNlA3gM6Vbt4UEREREck5rtR05HaSlHotztIKVDhlIY+pwklEREREcly6cAJ+mjU6h6lwyjKxRBI/qcLJrcJJRERERHKVzQ6OdFNTNPcvgqvCKcsEowl8RADw5BVanEZEREREpOVqTDcAny/+0eIkO0+FU5Zx2w3yjNRc9y6vWpxEREREJHeFSF2XNFBTZXGSnafCKct4iGBgpm5s2S9URERERCTHRG2prnrxcI3FSXaeCqdss+XAOafPuhwiIiIiIjspZk99nk2ENcZJWllF5WYAEg4f2PTyiIiIiEjuijtShZMZUeEkrWzxj+UAVCdcFicREREREdk5ifSsesmIpiOXVhYPpfp/Rmwd4CphIiIiItKpJZ2pMfuGruMkra1u4FxUhZOIiIiI5DibOw+APFvE4iQ7T4VTlkmEU9V4zK7CSURERERy28BduwNwyK4ei5PsPBVOWSaZHjgXt2tGPRERERHJca5UixPqqietzYymCqe6gXQiIiIiIjmr7rqkKpyktZnRIPDTQDoRERERkVy1stYAYN6SHy1OsvNUOGWZvUvsAJSVdLU4iYiIiIjIzqm7AG5cF8CV1tbTmwCgrLiLxUlERERERHaOw5MPgDsZsjjJzlPhlG1iqa56mYF0IiIiIiI5yulNfab1mCqcpJVVbN4MQJDcn7JRRERERDo3t68AAI8ZxjRNi9PsHBVOWWbRqnUALK+2OIiIiIiIyE5y+1OFk48w0UTS4jQ7R4VTlnGl+386POqqJyIiIiK5zeNLjXHyEyYYSVicZueocMoyznThZPeqcBIRERGR3ObwprvqGTGisajFaXaOCqcs40kXTq70QSYiIiIikrNcP12btJtHLU7SijxmGACXWpxEREREJNfZXWBzpP4fDVibZSepcMoiiaSJh3ThlO4PKiIiIiKSswzjp1YnFU7SWkKxBH4iAHj9hRanERERERHZeVUJNwDfLFttcZKdo8IpizgME5+RKpzcanESERERkQ6g1kwVTtXVldYG2UkqnLKIx4xk/m9sMZBORERERCRXRW1eAOKhWouT7BwVTtkk0+/TAKfX0igiIiIiIq0hbvcBkAyrcJJWUpNuvkw4/amBdCIiIiIiOS7uSBdOURVO0koW/bgOgKq40+IkIiIiIiKtI+FIDUExI5pVT1pJLN3vM2JTNz0RERER6RiSzlSLkxFT4SStJB6uAVQ4iYiIiEjHYbhTLU7uZMjiJDtHhVMWSaQHzMXtKpxEREREpGPYp18vAA7dNbc/46pwyiLJdL/PWHrmERERERGRnFd3mZ2ouupJKzHTM40kHCqcRERERKSDcOWl/tWsetJq0lW4CicRERER6ShW1aYus/P9yrUWJ9k5WVE4PfDAA/Tt2xePx8OIESP45JNPtrnuP/7xDw477DC6dOlCly5dGDly5HbXzyW7F6UOqtLiYouTiIiIiIi0jpDhBiAWqrE4yc6xvHB65plnmDx5MlOnTuWLL75gyJAhjBo1ivXr1ze6/pw5cxg7dizvvfcec+fOpXfv3hx33HGsXr26nZO3vt7pVsyeZV2tDSIiIiIi0kqcngJAs+rttLvvvpuLLrqIiRMnMmjQIGbMmIHP52PmzJmNrv/kk09y+eWXM3ToUAYOHMjDDz9MMpnknXfeaefkbaCu32ddP1ARERERkRzn8uUD4DbDFifZOZYWTtFolM8//5yRI0dmltlsNkaOHMncuXObtI1gMEgsFqO4A3Rvq66uBCCcbs4UEREREcl1dYWT18ztFieHlU++ceNGEokE3bp1q7e8W7duLFiwoEnb+O1vf0vPnj3rFV9bikQiRCKRzO3q6moAYrEYsVishclbT12GWCzGghXrGA4sqkiwVxZkk+y05TEj0hQ6ZqS5dMxIc+mYke1xuFITn/mIEAhFcDlsWXPMNOf5LS2cdtZtt93G008/zZw5c/B4PI2uM23aNG688cYGy9966y18vuyZvW727Nn0jKYGzC1fvZ5ls2ZZnEiy3ezZs62OIDlGx4w0l44ZaS4dM9IYR6SS0YCfME+/+jp+l5G5z+pjJhgMNnldSwunkpIS7HY75eXl9ZaXl5fTvXv37T72zjvv5LbbbuPtt99m33333eZ6119/PZMnT87crq6uzkwoUVBQsHO/QCuIxWLMnj2bY489lmVf3QJJ2GPQEPofeqLV0SRLbXnMOJ1Oq+NIDtAxI82lY0aaS8eMbFe0FuZfhc0wOezQn9G9pEvWHDN1vdGawtLCyeVyMWzYMN555x3GjBkDkJnoYdKkSdt83B133MGtt97Km2++yQEHHLDd53C73bjdDccMOZ3OrHpjO51O3MnUgDlPXkFWZZPslG3HsGQ/HTPSXDpmpLl0zEij7IWZ//bON2CLY8TqY6Y5z215V73JkyczYcIEDjjgAIYPH869995LIBBg4sSJAIwfP55evXoxbdo0AG6//XamTJnCU089Rd++fVm3bh0AeXl55OXl9mx0HjMEBri81reEiYiIiIi0CpsNnH6IBdKzSJdanahFLC+czjrrLDZs2MCUKVNYt24dQ4cO5Y033shMGLFy5Upstp8m/3vwwQeJRqOcfvrp9bYzdepUbrjhhvaM3qpM08RLqsXJnZ55RERERESkQ3DVFU4Bq5O0mOWFE8CkSZO22TVvzpw59W4vX7687QNZIBJP4lfhJCIiIiId0Oa4iy7AgpVrGdh9sNVxWsTyC+BKipFM4DFS0yF68wp3sLaIiIiISO6oSrgAqKystDbITlDhlCXc/HStKbs7t8dqiYiIiIhsKWb3AhAP11icpOVUOGWLaG3qX8MOjoazAIqIiIiI5KqYPXX91GQkd8c4qXDKEqFAqvpOOn1gGDtYW0REREQkdyQc6cKprrEgB6lwyhI//Ji6CHBFTNc+EBEREZGOJeH0p/4TUeEkO6muv2fE5rU4iYiIiIhI60qmW5yIBq0NshNUOGWJeDjV3zOqwklEREREOhjTlWpxciQ0xkl2UiKcaraMqXASERERkQ5maP9dADh019z9rKvCKUsk0/09Y3XNmCIiIiIiHUTmcjtRtTjJTjLTB1FChZOIiIiIdDTprnoqnGTnpQfKJVU4iYiIiEgH82MgVXYsXVNucZKWU+GUJfrkJwHo2qWLxUlERERERFpXLW4AIoFqi5O0nAqnLNEn3wSgd/dSi5OIiIiIiLQupycfALcZtjhJy6lwyhJG3Zz2dRcHExERERHpIFy+AgA8ZsjiJC2nwilLBNPNljFH7k7RKCIiIiLSGLc/1eLkVYuT7KwFK9cBMH9jwuIkIiIiIiKty+MrBMBHmGg8aXGallHhlCWciVSzpd2TZ3ESEREREZHW5fGlxzgZcUKh3Oyup8IpS7iSqQPIkR44JyIiIiLSUbi8PzUOhIK5ObOeCqcs4U4PlHN61eIkIiIiIh2Mw4VpdwHQ3aOuerITPOmBci5vgcVJRERERERan+H0pf4TDVgbpIVUOGWJusLJ7VOLk4iIiIh0QK7059yYCidpoXgS/EQAcPvV4iQiIiIiHU9FzAHADz+WW5ykZVQ4ZQMzgduIAeD1F1ocRkRERESk9W2OOwGo2LzZ4iQto8IpC3jSrU0ALq9m1RMRERGRjidm8wKQCNdanKRlVDhlAUcifQVlmwMcLmvDiIiIiIi0gZgjNTlEIqLCSVrIjKdanEyn3+IkIiIiIiJtI2lPtTiZmlVPWmpDINXitCHqsDiJiIiIiEjbSNQ1EkTV4iQtFY8CEDW8FgcREREREWkbycx1nILWBmkhFU5ZwJYe4xSxq3ASERERkQ4q3eJki6lwkhYy0mOc6mYaERERERHpaIbs1guAn+2am595VThlAVsiXTjZfRYnERERERFpG05vHgC2mCaHkBayJ1Nd9RKO3Ky+RURERER2yFU3OYS66kkL2ZOpFqekQ9ORi4iIiEjHtDaYKj1WrFtvcZKWUeGUBUodqRanoi5dLE4iIiIiItI2KhMuAIK1NRYnaRkVTlmgpztVOO3Wo9TiJCIiIiIibcPpzQfAY4YsTtIyKpyygCPdVS/T71NEREREpINxpSeHUOEkLRdPTw7hVOEkIiIiIh2Ty1fX4hSxOEnLqHDKAmuqowB8vT5mcRIRERERkbbh8RUA4CNMImlanKb5VDhlAQ+pFie7O8/iJCIiIiIibcPjTxVObiNGMJx7rU4qnLKAO91c6fDkW5xERERERKRtuL0/NRKEg7k3s54KpyzgMVMtTk6vWpxEREREpGMyHG5MmwOArs64xWmaT4VTFvCSanGqGzAnIiIiItLhGAZGejI0WzxgcZjmU+GUBbzpMU4urwonEREREenA6i6/E1XhJM2USJr40oWTJ6/Q4jQiIiIiIm2nMuECYGX5RouTNJ8KJ4slYhFcRgIAb3qmERERERGRjmhTNDXGaWPFZouTNJ/D6gCdnSsZzvzfozFOIh1CIpEgFsue67LFYjEcDgfhcJhEImF1HMkB2XbMOJ1O7Ha71TFEpBXE7F6IQyJSC/isjtMsKpysFkv17zTtLgy70+IwIrIzTNNk3bp1VFZWWh2lHtM06d69O6tWrcIwDKvjSA7IxmOmqKiI7t27Z00eEWmZmN0LQDISAJfFYZpJhZPF4uFanADpGUZEJHfVFU1lZWX4fL6s+YCXTCapra0lLy8Pm009tGXHsumYMU2TYDDI+vXrAejRo4eleURk5yTsqVYmFU7SbIt/LGcfYH3ETjerw4hIiyUSiUzR1LVrV6vj1JNMJolGo3g8Hss/BEtuyLZjxutNfUO9fv16ysrK1G1PJIclHKnCydCsetJcsVDqqslhw2txEhHZGXVjmny+3OqvLZIr6t5b2TR+UESaL+lM/52MBa0N0gIqnCwWD6eq7ahNhZNIR5At3fNEOhq9t0Q6BjNdOBkxtThJMyXCtQBE7SqcRETawnnnnceYMWOsjrFTli9fjmEYzJs3r8mPOfLII7nmmmsyt/v27cu9997b6tlERJpjn349ATiwZ44NcEKFk+WS0VThFFfhJCIWOe+88zAMA8MwcLlcDBgwgJtuuol4PA7AnDlzMAyDLl26EA6H6z32008/zTy2rXNki8ceewzDMNhrr70a3Pfcc89hGAZ9+/Zt1jYXL17MxIkT2WWXXXC73fTr14+xY8fy2WeftVJqEZHs4PUXAuBMhCxO0nwqnCxmRlKFU90MIyIiVjj++ONZu3YtP/zwA9dddx033HADf/nLX+qtk5+fz4svvlhv2SOPPMKuu+7arjmaKpFIkEwmWy3blvx+P+vXr2fu3Ln1lrdkf3z22WcMGzaMRYsW8fe//5358+fz4osvMnDgQK677rrWjC0iYj1X+jOvJoeQ5jKjqYFxcYcKJxGxjtvtpnv37vTp04fLLruMkSNH8vLLL9dbZ8KECcycOTNzOxQK8fTTTzNhwoR2yXH33Xezzz774Pf76d27N5dffjm1tbWZxz722GMUFRXx8ssvM2jQINxuNytXrmzwHJ9++imlpaXcfvvtAHz11VccddRR5OfnU1BQwLBhw3bY0uNwOBg3bly9/fHjjz8yZ84cxo0b12D9V155hQMPPBCPx0NJSQmnnnoqkJpq+7zzzmP33Xfn/fffZ/To0fTv35+hQ4cydepU/v3vf28zw7fffssJJ5xAXl4e3bp149xzz2Xjxo3bzb2lHe3Pp556iuLiYt5880322msv8vLyMoWtiEhLrQ2lZsVcs6HC4iTNp8LJYt08qS4oBQWFFicRkbYSjMa3+ROOJVp93dbg9XqJRqP1lp177rm8//77mWLkhRdeoG/fvuy///6t8pw7ymGz2fjb3/7Gd999x+OPP867777Lb37zm3rrB4NBbr/9dh5++GG+++47ysrK6t3/7rvvcuyxx3Lrrbfy29/+FoBzzjmHXXbZhU8//ZTPP/+c3/3udzidO74g+fnnn8+zzz5LMJj6Auyxxx7j+OOPp1u3+heXeO211zj11FM58cQT+fLLL3nnnXcYPnw4APPmzeO7777juuuua3Ta76Kiokafu7KykqOPPpr99tuPzz77jDfeeIPy8nLOPPPMHeau09T9eeedd/LEE0/w3//+l5UrV/KrX/2qyc8hIrK1jZHU1ZBqa6osTtJ8uo6TxfoXpsYF7L6LruIk0lENmvLmNu87as9SHp04PHN72M1vE9qqQKozol8xz1xycOb2obe/R0Ug2mC95beNbnFW0zR55513ePPNN7nyyivr3VdWVsYJJ5zAY489xpQpU5g5cybnn39+i5+ruTm2nujglltu4dJLL2X69OmZ5bFYjOnTpzNkyJAG23zxxRcZP348Dz/8MGeddVZm+cqVK/n1r3/NwIEDAdh9992blHG//fZjt9124/nnn+fcc8/lscce4+6772bp0qX11rv11ls5++yzufHGGzPL6vL98MMPAJnnbqr777+f/fbbjz//+c+ZZTNnzqR3794sWrSIPfbYY4fbaOr+nDFjBv379wdg0qRJ3HTTTc3KKiKyJYc3HwBXUmOcpJmMujnsXX5rg4hIp/bqq6+Sl5eHx+PhhBNO4KyzzuKGG25osN7555/PY489xtKlS5k7dy7nnHPODrd96aWXkpeXl/lpaY63336bY445hl69epGfn8+5557Lpk2bMi0+AC6Xi3333bfBdj/++GPOOOMMnnjiiXpFE8DkyZO58MILGTlyJLfddhtLlizJ3Ldl7ksvvbTR/fHoo4/yn//8h0AgwIknnthgnXnz5nHMMcc0+vuaprnd/bEtX331Fe+99169fHXF15b5t6cp+9Pn82WKJoAePXqwfv36FmUWEQFweVN/BzxmeAdrZh+1OFksEalNVa9OjXES6ajm3zRqm/fZtpqN7vM/jWzyuh/89qidC7aFo446igcffBCXy0XPnj1xOBr/83DCCSdw8cUXc8EFF3DyySfTtWvXHW77pptuanL3rm3lWL58OSeddBKXXXYZt956K8XFxXzwwQdccMEFRKPRzMVRvV5vozP89e/fn65duzJz5kxGjx5dryveDTfcwLhx43jttdd4/fXXmTp1Kk8//TSnnnpqvem/CwoKGmz3nHPO4Te/+Q033HAD5557bqP7zevd9qypdS1DCxYsYL/99mvSPgKora3l5JNPzozT2lKPHj12+Pgd7U+PxwPQoMuiYRgtLvZERABc6RYnDyqcpJm+W76WocAX5TEOtDqMiLQJn6vpp9q2WndH/H4/AwYM2OF6DoeD8ePHc8cdd/D66683adtlZWUNxho1N8fnn39OMpnkrrvuyowFevbZZ5u0TYCSkhL+9a9/ceSRR3LmmWfy7LPP1isK9thjD/bYYw+uvfZaxo4dy6OPPsqpp566w31SXFzMKaecwrPPPsuMGTMaXWffffflnXfeYeLEiQ3uGzp0KIMGDeKuu+7irLPOajDOqbKystFxTvvvv39mjNm2itzt2dn9KSLSUh5fqnDy5mCLk7rqWcyRnsPe5tp+9xURkWxx8803s2HDBkaN2nZLWmsbMGAAsViM++67j6VLl/LEE09ss1DZlrKyMt59910WLFjA2LFjicfjhEIhJk2axJw5c1ixYgUffvghn376aaPXaNqWxx57jI0bN25znNLUqVP5v//7P6ZOncr333/PN998k2kpMgyDRx99lEWLFnHYYYcxa9Ysli5dytdff82tt97Kz3/+80a3ecUVV1BRUcHYsWP59NNPWbJkCW+++SYTJ04kkWh8jNyWWmN/ioi0hNufar33GlHiiba5ZERbUeFksbqBcXavCicRyQ0ul4uSkpJWuehtUw0ZMoS7776b22+/ncGDB/Pkk08ybdq0Zm+ne/fuvPvuu3zzzTecc8452Gw2Nm3axPjx49ljjz0488wzOeGEE+pN5LAjXq93u10WjzzySJ577jlefvllhg4dytFH///27j0upvSPA/hnusxMlxkj0RRd6EJIcv2Vn1soslm3jVhCLIu1hNzVT0stcr+3dlkvhHVZVusWLSq3VIvSurVZq9x1k6bm+f3RdtapSQ1qBt/36zWvV/Oc55zzPWe+NfPtPOcZd1y4cIFb3q5dO1y6dAl2dnYYM2YMHB0d0adPH1y7dg0rVqxQuU0LCwvExsaiuLgYHh4ecHJywuTJkyGTyVTOzlfWuzqfhBCiLgPjf4c9K4teajAS9QnYRzZYOTs7G7Vq1cLz589VjlevaX/+ryms2T1c67EdzTp8oulwyHtAoVAgKioKXl5eVZoymdSMgoIC3LlzBw0bNuTuD9EWSqUS2dnZkEqlVfpQTYg25ow2/44Rem8iamAMbIEJBEyJX5utQve+QzSaM+rUBnSPk4aJWckVJ6GB5os4QgghhBBCqpVAAEHPb1Ek0IXyL5Gmo1ELFU4aJmYvAQEg/OdGOUIIIYQQQj5o7b8AUyhQdD9K05GoRTuuv3+kmFIJw3+mYhQZ0j1OhBBCCCGEaCsqnDSoSPES+oKS2Y9evVGOEEIIIYQQol2ocNIg/X+mIgcAQyMqnAghhBBCCNFWVDhpUmEeAKBYoA/o0O1mhBBCCCGEaCsqnDSIFeYCAIp03q8ZRQghhBBCCPnYUOGkQWl3MwEAT4rp+ygIIYQQQgjRZlQ4aVDRi5IrTvmgwokQQqoiKysLCxYswJMnTzQdCiGEkI8MFU4apHiRAwB4CRqqRwghlSkqKoKPjw/EYjFMTEyqtI5AIMCBAweqN7D3THBwMFq2bFkt246JiYFAIMCzZ8+qZfuEEKJJWlE4rV27FjY2NhCLxWjfvj0uXLjw2v579uxBkyZNIBaL4eTkhKio9+vLs0oVvyy54vRSQIUTIURzRowYgb59+1a4PDk5GX369EG9evUgFothY2ODQYMG4cGDB2+13+DgYAgEAvTs2bPcsiVLlkAgEKBLly5c2/Tp0+Hs7IzAwMAq7+P+/fvo1avXW8VZHbKzszFnzhzuvUwul6N79+7Yt28fGGOaDo8QQogKGi+cdu3ahYCAAAQFBeHy5ctwdnaGp6dnhW/IcXFx8PX1hb+/PxITE9G3b1/07dsXV69ereHI317xy5JZ9V4KaKgeIUQ7PXz4EN26dYOJiQmOHj2K1NRU/PDDD7CwsEBeXt5bb9/c3BynTp3CX3/9xWv//vvvYWVlxWtbvnw5Vq1apdb25XI5RCLt+ufUs2fP4Obmhh9//BGzZs3C5cuXcfr0aQwaNAiBgYF4/vy5RuMrLCzU6P4JIURbabxwWrZsGcaMGYORI0eiadOm2LBhAwwNDfH999+r7L9y5Ur07NkT06dPh6OjI0JCQtCqVSusWbOmhiN/e8qCkitOhVQ4EUK0VGxsLJ4/f47vvvsOLi4uaNiwIbp27Yrly5ejYcOGb739evXqwcPDA1u3buXa4uLi8OjRI/Tu3ZvXt+yVsS5dumDSpEkIDAyEiYkJ5HI5goODeeu8OlQvPT0dAoEAu3fvRseOHWFgYIC2bdvijz/+wMWLF9GmTRsYGxujV69eePjwIbcNpVKJBQsWoEGDBhCJRGjZsiWOHDnCLS8sLMTEiRNhbm4OsVgMa2trhIaGVnjMs2fPRnp6Os6fPw8/Pz80bdoUDg4OGDNmDJKSkmBsbFwu9lIymQxbtmzhns+YMQMODg4wNDREo0aNMG/ePCgUCt46YWFhMDMzg0Qigb+/PwoKClSe14ULF8LCwgKNGzcGAERGRqJdu3aQSCSQy+UYMmRIuX9qRkVFwcHBAQYGBujatSvS09PLHe/evXvRrFkziEQi2NjYIDw8nLd83bp1sLe3h1gshpmZGQYOHFjhuSOEEE3SaOFUWFiIhIQEdO/enWvT0dFB9+7dER8fr3Kd+Ph4Xn8A8PT0rLC/VvtnOnIFTUdOyIeJsZLva9PE4x0N95LL5SgqKsL+/furbQjZqFGjeMXA999/j6FDh0IoFFa67tatW2FkZITz589j8eLFWLBgAY4fP/7adYKCgjB37lxcvnwZenp6GDJkCAIDA7Fy5UqcOXMGN2/exPz587n+K1euRHh4OJYuXYrff/8dnp6e6NOnD27cuAEAWLVqFQ4ePIjdu3cjLS0N27dvh42Njcp9K5VKREZGYujQobCwsCi33NjYGHp6Vf9eP4lEgi1btiAlJQUrV65EREQEli9fzi3fvXs3goODsWjRIly6dAnm5uZYt25due1ER0cjLS0Nx48fxy+//AKg5J6y//3vf0hOTsaBAweQnp6OESNGcOvcvXsX/fv3h7e3N5KSkjB69GjMnDmTt92EhAT4+Phg8ODBuHLlCoKDgzFv3jzu9b506RImTZqEBQsWIC0tDUeOHEGnTp2qfPyEEFKTNPqtq48ePUJxcTHMzMx47WZmZrh+/brKdTIzM1X2z8zMVNn/5cuXePnyJfc8OzsbAKBQKMr9V66m1dYr2b+evkjjsZD3R2muUM5oF4VCAcYYlEollEplSWNhHnTCGmgkHuXMvwChEQBwBU9pfGUxxipc1q5dO8yaNQtDhgzBuHHj0LZtW7i7u2PYsGHl/harqzQuLy8vjBs3DjExMWjdujV2796N06dP44cffig5ln/iUhVnixYtMG/ePACAra0t1qxZgxMnTqBbt27/not/XpPS9QICAtCjRw8AwFdffYWhQ4fi+PHjcHV1BVBSyG3dupXrv3TpUgQGBsLHxwcAEBoailOnTmH58uVYs2YN/vzzT9jb28PNzQ0CgQCWlpa8uF/14MEDPH36FI0bN1a5vCxePqlomz17NtduZWWFqVOnYteuXZg2bRoAYMWKFRg1ahRGjhwJAFiwYAFOnDiBgoIC3nk1MjLCpk2buGKVMYbPP/8cEokEAoEANjY2WLFiBdq3b4/s7GwYGxtj3bp1sLW1xZIlSwAA9vb2+P3337F48WIuxvDwcLi7u2POnDkAADs7O1y7dg1LlizB8OHDkZ6eDiMjI3h5eUEikcDS0hLOzs4qz41SqQRjDAqFArq6upWeO1Kz6L2JqEtbckad/Wu0cKoJoaGh+N///leu/dixYzA0NNRARP+yeanAYyMHyGqbVfofUkLKopzRLnp6epDL5cjNzf33HhFFPmQaiic7JwfQL+a15eTkqOyrUChQVFTE/WOprMDAQIwePRqnT59GQkIC1q9fj0WLFuHw4cNo1qxZuf7h4eG8qx7x8fFcMfGqly9fori4GC9evMBnn32GiIgIpKSkwNbWFjY2NigsLOTFVTbOoqIiNGnShBe3qakp7t27x2t78eIFsrOzkZtbcpXf1taWWy6RSAAANjY2XJtUKkVWVhays7ORnZ2Nv//+Gy1btuRts02bNrh69Sqys7MxcOBA9OvXD40bN0a3bt3g6ekJd3d3leeydBsFBQUVnu9XlcZeijHGW3ffvn3YuHEj0tPTkZeXh6KiIkgkEm55SkoKhg8fzttGq1atcObMGd55dXR0REFBAW8YX1JSEsLCwnD16lU8f/6cK2ZSUlLQpEkTXLlyBS4uLrxtOzs7AyjJNR0dHVy7dg1eXl68Pi4uLli5ciWePn2K9u3bo0GDBrC1tUW3bt3QrVs3fPLJJyrfnwsLC/HixQucPn0aRUVFlZ47ohn03kTUpemcyc/Pr3JfjRZOpqam0NXVRVZWFq89KysLcrlc5TpyuVyt/rNmzUJAQAD3PDs7G5aWlvDw8IBUKn3LI3hbXlAoFEg/fhw9evSAvr6+huMh7wOFQoHjlDNap6CgAHfv3oWxsTHE4n/uW2SSkis/GiDVNwQEgpIwGENOTg539aAsfX196OnpvfZvolQqhY2NDYYPH44lS5agdevW2LhxI2+IXamvv/4aw4YN457b2NioHH4mEomgq6sLqVSKsWPHwtXVFX/88QdGjx4NqVQKoVDIi6tsnHp6ejAyMuLFra+vz22zlIGBAaRSKXfvkEwm45YbGZVclTMxMeHaDAwMwBjjbcPQ0JD3/NXYOnbsiNu3b+PXX39FdHQ0Ro0ahW7dumHPnj3ljtnY2BgymQzp6emVvgcJBAKIxWJev6KiIq4tPj4eX3zxBYKDg+Hh4YFatWph165dWLZsGbeOqm0IhULeOdLX14dUKuX1yc3NxYABA+Dp6Ynt27ejbt26yMjIQK9evSAUCiGVSqGnp8et++q5BkoKUqlUCl1dXYhEIpV9pFIpateujcTERMTExOD48eP49ttvsWTJEpw/fx4ymYx3PgoKCmBgYIBOnTr9+ztGtAa9NxF1aUvOVOWfWKU0WjgJhUK0bt0a0dHR3A2/SqUS0dHRmDhxosp1XF1dER0djcmTJ3Ntrw6xKEskEqmcUUlfX1+rfrG1LR6i/ShntEtxcTEEAgF0dHSgo/PK7aO6Es0F9Y/SKwWl8ZUlEAgqXKaKWCyGra0t8vPzVa5jamoKU1PTSrdTWsTp6OjAyckJzZo1w++//46hQ4dCR0eHt7yiOFU9L9tW+pqUtpX9+XVtMpkMFhYWiI+PR9euXbltxsXFoV27dlxfmUwGX19f+Pr64rPPPkPPnj3x7Nmzct83paOjg8GDB2Pbtm0IDg4ud59Tbm4uxGIx9PT0ULduXWRlZXH7uHHjBnfOdXR0cO7cOVhbW2Pu3Lnc+hkZGbxjcHR0xMWLF3n3Jp0/f77S85qWloYnT54gNDQU1tbWAIDLly/zzlXTpk1x8OBB3nqlXydS2sfR0RFxcXG8PvHx8XBwcOD+fgmFQnh4eMDDwwPBwcGQyWSIiYlB//79y507gUBAf/u0HL0+RF2azhl19q3xoXoBAQHw8/NDmzZt0K5dO6xYsQJ5eXnceOzhw4ejfv363AxFX3/9NTp37ozw8HD07t0bkZGRuHTpEjZt2qTJwyCEkPfa8+fPkZSUxGurU6cOkpOTERkZicGDB8PBwQGMMRw6dAhRUVHcPUjvysmTJ6FQKMpdadC06dOnIygoCLa2tmjZsiV++OEHJCUlYfv27QBKZoc1NzeHi4sLdHR0sGfPHsjl8gqPY+HChYiJiUH79u2xcOFCtGnTBvr6+jhz5gxCQ0Nx8eJFyGQyuLu7Y82aNXB1dUVxcTFmzJjBe4O3t7dHRkYGIiMj0bZtWxw+fBj79+/n7evrr7/GiBEj0KZNG3To0AHbt2/HtWvX0KhRo9ces5WVFYRCIdasWYMvv/wSV69eRUhICK/PuHHjEB4ejunTp2P06NFISEgodwVy6tSpaNu2LUJCQjBo0CDEx8djzZo13AQVv/zyC27fvo1OnTqhdu3aiIqKglKp5Gb2I4QQbaLxwmnQoEF4+PAh5s+fj8zMTG6a19KbjjMyMnj/qXJzc8OOHTswd+5czJ49G/b29jhw4ACaN2+uqUMghJD3XkxMDFxcXHht/v7+mD17NgwNDTF16lTcvXsXIpEI9vb2+O6773jD8d6F0mFz2mbSpEl4/vw5pk6digcPHnBXWuzt7QGUDEtbvHgxbty4AV1dXbRt2xZRUVEVXsEzMTHBuXPnEBYWhm+++QZ//vknateuDScnJyxZsgS1atUCUHKv2MiRI9GxY0dYWFhg5cqVSEhI4LbTp08fTJkyBRMnTsTLly/Ru3dvzJs3jzcl+6BBg3Dr1i0EBgaioKAAAwYMwJdffomjR4++9pjr1q2LtWvXYuHChVi9ejVatWqFpUuXok+fPlwfKysr7N27F1OmTMHq1avRrl07LFq0CKNGjeL6tGrVCrt378b8+fMREhICc3NzLFiwgLsCJpPJsG/fPgQHB6OgoAD29vbYuXOnynvnCCFE0wTsI/uK8uzsbNSqVQvPnz/XgnucSsZ3RkVFwcvLiy5tkyqhnNFOBQUFuHPnDho2bKh1918olUpkZ2dDKpVWeTge+bhpY85o8+8Yofcmoj5tyRl1agPt+GtICCGEEEIIIVqMCidCCCGEEEIIqQQVToQQQgghhBBSCSqcCCGEEEIIIaQSVDgRQgghhBBCSCWocCKEkHfoI5uolJAaQ79bhBBNo8KJEELegdKpVPPz8zUcCSEfptLfLZrqmhCiKRr/AlxCCPkQ6OrqQiaT4cGDBwAAQ0NDCAQCDUdVQqlUorCwEAUFBVrznTxEu2lTzjDGkJ+fjwcPHkAmk0FXV1ej8RBCPl5UOBFCyDsil8sBgCuetAVjDC9evICBgYHWFHNEu2ljzshkMu53jBBCNIEKJ0IIeUcEAgHMzc1Rr149KBQKTYfDUSgUOH36NDp16kTDnEiVaFvO6Ovr05UmQojGUeFECCHvmK6urlZ9yNPV1UVRURHEYrFWfAgm2o9yhhBCyqPB7oQQQgghhBBSCSqcCCGEEEIIIaQSVDgRQgghhBBCSCU+unucSr9ALzs7W8ORlFAoFMjPz0d2djaNIydVQjlD1EU5Q9RFOUPURTlD1KUtOVNaE1TlS7Y/usIpJycHAGBpaanhSAghhBBCCCHaICcnB7Vq1XptHwGrSnn1AVEqlfj7778hkUi04rspsrOzYWlpibt370IqlWo6HPIeoJwh6qKcIeqinCHqopwh6tKWnGGMIScnBxYWFpV+4fdHd8VJR0cHDRo00HQY5UilUvpDQ9RCOUPURTlD1EU5Q9RFOUPUpQ05U9mVplI0OQQhhBBCCCGEVIIKJ0IIIYQQQgipBBVOGiYSiRAUFASRSKTpUMh7gnKGqItyhqiLcoaoi3KGqOt9zJmPbnIIQgghhBBCCFEXXXEihBBCCCGEkEpQ4UQIIYQQQgghlaDCiRBCCCGEEEIqQYUTIYQQQgghhFSCCqdqtnbtWtjY2EAsFqN9+/a4cOHCa/vv2bMHTZo0gVgshpOTE6KiomooUqIt1MmZiIgIdOzYEbVr10bt2rXRvXv3SnOMfJjU/VtTKjIyEgKBAH379q3eAInWUTdnnj17hgkTJsDc3BwikQgODg70HvWRUTdnVqxYgcaNG8PAwACWlpaYMmUKCgoKaihaokmnT5+Gt7c3LCwsIBAIcODAgUrXiYmJQatWrSASiWBnZ4ctW7ZUe5zqosKpGu3atQsBAQEICgrC5cuX4ezsDE9PTzx48EBl/7i4OPj6+sLf3x+JiYno27cv+vbti6tXr9Zw5ERT1M2ZmJgY+Pr64tSpU4iPj4elpSU8PDxw7969Go6caJK6eVMqPT0d06ZNQ8eOHWsoUqIt1M2ZwsJC9OjRA+np6fjpp5+QlpaGiIgI1K9fv4YjJ5qibs7s2LEDM2fORFBQEFJTU7F582bs2rULs2fPruHIiSbk5eXB2dkZa9eurVL/O3fuoHfv3ujatSuSkpIwefJkjB49GkePHq3mSNXESLVp164dmzBhAve8uLiYWVhYsNDQUJX9fXx8WO/evXlt7du3Z2PHjq3WOIn2UDdnyioqKmISiYRt3bq1ukIkWuhN8qaoqIi5ubmx7777jvn5+bFPP/20BiIl2kLdnFm/fj1r1KgRKywsrKkQiZZRN2cmTJjA3N3deW0BAQGsQ4cO1Ron0T4A2P79+1/bJzAwkDVr1ozXNmjQIObp6VmNkamPrjhVk8LCQiQkJKB79+5cm46ODrp37474+HiV68THx/P6A4Cnp2eF/cmH5U1ypqz8/HwoFAqYmJhUV5hEy7xp3ixYsAD16tWDv79/TYRJtMib5MzBgwfh6uqKCRMmwMzMDM2bN8eiRYtQXFxcU2ETDXqTnHFzc0NCQgI3nO/27duIioqCl5dXjcRM3i/vy2dgPU0H8KF69OgRiouLYWZmxms3MzPD9evXVa6TmZmpsn9mZma1xUm0x5vkTFkzZsyAhYVFuT8+5MP1Jnlz9uxZbN68GUlJSTUQIdE2b5Izt2/fxsmTJzF06FBERUXh5s2bGD9+PBQKBYKCgmoibKJBb5IzQ4YMwaNHj/Df//4XjDEUFRVh3LhxNFSPqFTRZ+Ds7Gy8ePECBgYGGoqMj644EfKBCAsLQ2RkJPbv3w+xWKzpcIiWysnJwbBhwxAREQFTU1NNh0PeE0qlEvXq1cOmTZvQunVrDBo0CHPmzMGGDRs0HRrRUjExMVi0aBHWrVuHy5cvY9++fTh8+DBCQkI0HRohb4yuOFUTU1NT6OrqIisri9eelZUFuVyuch25XK5Wf/JheZOcKbV06VKEhYXhxIkTaNGiRXWGSbSMunlz69YtpKenw9vbm2tTKpUAAD09PaSlpcHW1rZ6gyYa9SZ/a8zNzaGvrw9dXV2uzdHREZmZmSgsLIRQKKzWmIlmvUnOzJs3D8OGDcPo0aMBAE5OTsjLy8MXX3yBOXPmQEeH/ndP/lXRZ2CpVKo1V5sAuuJUbYRCIVq3bo3o6GiuTalUIjo6Gq6urirXcXV15fUHgOPHj1fYn3xY3iRnAGDx4sUICQnBkSNH0KZNm5oIlWgRdfOmSZMmuHLlCpKSkrhHnz59uJmMLC0tazJ8ogFv8remQ4cOuHnzJldkA8Aff/wBc3NzKpo+Am+SM/n5+eWKo9LCmzFWfcGS99J78xlY07NTfMgiIyOZSCRiW7ZsYSkpKeyLL75gMpmMZWZmMsYYGzZsGJs5cybXPzY2lunp6bGlS5ey1NRUFhQUxPT19dmVK1c0dQikhqmbM2FhYUwoFLKffvqJ3b9/n3vk5ORo6hCIBqibN2XRrHofH3VzJiMjg0kkEjZx4kSWlpbGfvnlF1avXj32zTffaOoQSA1TN2eCgoKYRCJhO3fuZLdv32bHjh1jtra2zMfHR1OHQGpQTk4OS0xMZImJiQwAW7ZsGUtMTGR//vknY4yxmTNnsmHDhnH9b9++zQwNDdn06dNZamoqW7t2LdPV1WVHjhzR1CGoRIVTNVu9ejWzsrJiQqGQtWvXjp07d45b1rlzZ+bn58frv3v3bubg4MCEQiFr1qwZO3z4cA1HTDRNnZyxtrZmAMo9goKCaj5wolHq/q15FRVOHyd1cyYuLo61b9+eiUQi1qhRI7Zw4UJWVFRUw1ETTVInZxQKBQsODma2trZMLBYzS0tLNn78ePb06dOaD5zUuFOnTqn8fFKaI35+fqxz587l1mnZsiUTCoWsUaNG7IcffqjxuCsjYIyulxJCCCGEEELI69A9ToQQQgghhBBSCSqcCCGEEEIIIaQSVDgRQgghhBBCSCWocCKEEEIIIYSQSlDhRAghhBBCCCGVoMKJEEIIIYQQQipBhRMhhBBCCCGEVIIKJ0IIeY8FBwejZcuWmg5DI9LT0yEQCJCUlAQAiImJgUAgwLNnz6ptn1u2bIFMJnsn2+rUqRN27NjxTrZV02riXFeXESNGoG/fvlXun5KSggYNGiAvL6/6giKEvBeocCKEfBBGjBgBgUBQ7nHz5k1Nh1atpk2bhujo6LfaRnBwMAQCAcaNG8drT0pKgkAgQHp6+lttv6a4ubnh/v37qFWrlqZDqdTBgweRlZWFwYMHazqUd+q3336DpaWlpsN4p5o2bYr//Oc/WLZsmaZDIYRoGBVOhJAPRs+ePXH//n3eo2HDhuX6FRYWaiC66mFsbIw6deq89XbEYjE2b96MGzduvIOo/lWT51ooFEIul0MgENTYPt/UqlWrMHLkSOjo8N+GY2JiVPY/ffo0iouL32kM1fHa/Pzzz/D29n7n29W0kSNHYv369SgqKtJ0KIQQDaLCiRDywRCJRJDL5byHrq4uunTpgokTJ2Ly5MkwNTWFp6cnAODq1avo1asXjI2NYWZmhmHDhuHRo0fc9pRKJRYvXgw7OzuIRCJYWVlh4cKFAFQPVVJ1hebs2bPo2LEjDAwMYGlpiUmTJvGG/NjY2GDRokUYNWoUJBIJrKyssGnTJt5x/fXXX/D19YWJiQmMjIzQpk0bnD9/HkD5oXoXL15Ejx49YGpqilq1aqFz5864fPlypeeucePG6Nq1K+bMmfPafr/99hvatWsHkUgEc3NzzJw5k/dhUtW5Lj1XR48ehYuLCwwMDODu7o4HDx7g119/haOjI6RSKYYMGYL8/HxuW0eOHMF///tfyGQy1KlTB5988glu3bpVYWxlX5MuXbqovApZ+vosW7YMTk5OMDIygqWlJcaPH4/c3FzeNrds2QIrKysYGhqiX79+ePz4MW/5rVu38Omnn8LMzAzGxsZo27YtTpw48dpz+PDhQ5w8ebJcgfHnn3/C29sbK1as4LX/9NNP8PDw4F7z0iGKFT0qukJYOkRt4cKFsLCwQOPGjQEA27ZtQ5s2bSCRSCCXyzFkyBA8ePCAt25UVBQcHBxgYGCArl27VriPgwcPok+fPlzcTk5OMDAwQJ06ddC9e3cu96uSpwKBABs3bsQnn3wCQ0NDODo6Ij4+Hjdv3kSXLl1gZGQENzc3Xk6U/j5s3LgRlpaWMDQ0hI+PD54/f17h66FUKhEaGoqGDRvCwMAAzs7O+Omnn3h9evTogSdPnuC3336rcDuEkA8fFU6EkI/C1q1bIRQKERsbiw0bNuDZs2dwd3eHi4sLLl26hCNHjiArKws+Pj7cOrNmzUJYWBjmzZuHlJQU7NixA2ZmZlXe561bt9CzZ08MGDAAv//+O3bt2oWzZ89i4sSJvH7h4eFo06YNEhMTMX78eHz55ZdIS0sDAOTm5qJz5864d+8eDh48iOTkZAQGBkKpVKrcZ05ODvz8/HD27FmcO3cO9vb28PLyQk5OTqXxhoWFYe/evbh06ZLK5ffu3YOXlxfatm2L5ORkrF+/Hps3b8Y333zD61f2XJcKDg7GmjVrEBcXh7t378LHxwcrVqzAjh07cPjwYRw7dgyrV6/m+ufl5SEgIACXLl1CdHQ0dHR00K9fvwqPvax9+/bxrj72798fjRs35l5DHR0drFq1CteuXcPWrVtx8uRJBAYGcuufP38e/v7+mDhxIpKSktC1a9dyx5qbmwsvLy9ER0cjMTERPXv2hLe3NzIyMiqM6+zZs1wh8Cpra2scOnQIc+bMwfr16wGUFCKff/45Nm/eDDc3NwCApaUlV5xduHAB9+/fx4ULFwAAJ06ceO1QuejoaKSlpeH48eP45ZdfAAAKhQIhISFITk7GgQMHkJ6ejhEjRnDr3L17F/3794e3tzeSkpIwevRozJw5s9y2r127hgcPHsDd3R3379+Hr68vRo0ahdTUVMTExKB///5gjAGoep6GhIRg+PDhSEpKQpMmTTBkyBCMHTsWs2bNwqVLl8AYK/f7dPPmTezevRuHDh3CkSNHuN+rioSGhuLHH3/Ehg0bcO3aNUyZMgWff/45r0gSCoVo2bIlzpw5U+F2CCEfAUYIIR8APz8/pqury4yMjLjHwIEDGWOMde7cmbm4uPD6h4SEMA8PD17b3bt3GQCWlpbGsrOzmUgkYhERESr3d+rUKQaAPX36lGtLTExkANidO3cYY4z5+/uzL774grfemTNnmI6ODnvx4gVjjDFra2v2+eefc8uVSiWrV68eW79+PWOMsY0bNzKJRMIeP36sMo6goCDm7Oxc4XkpLi5mEomEHTp0qMI+r25j8ODBzN3dXeXxzJ49mzVu3JgplUpu3bVr1zJjY2NWXFzMGFN9rkvP1YkTJ7i20NBQBoDdunWLaxs7dizz9PSsMM6HDx8yAOzKlSuMMcbu3LnDALDExETefl59TUotW7aMyWQylpaWVuH29+zZw+rUqcM99/X1ZV5eXrw+gwYNYrVq1apwG4wx1qxZM7Z69eoKly9fvpw1atSowuVHjx5lYrGYffXVV0wsFqvMwbKvTdlzoYqfnx8zMzNjL1++fG38Fy9eZABYTk4OY4yxWbNmsaZNm/L6zJgxo9y5XrhwIfc7l5CQwACw9PT01+6rlKo8BcDmzp3LPY+Pj2cA2ObNm7m2nTt3MrFYzD0PCgpiurq67K+//uLafv31V6ajo8Pu37/PnYdPP/2UMcZYQUEBMzQ0ZHFxcbx4/P39ma+vL6+tX79+bMSIEVU6HkLIh4muOBFCPhhdu3ZFUlIS91i1ahW3rHXr1ry+ycnJOHXqFIyNjblHkyZNAJRcKUpNTcXLly/RrVu3N44nOTkZW7Zs4e3D09MTSqUSd+7c4fq1aNGC+1kgEEAul3NDpZKSkuDi4gITE5Mq7TMrKwtjxoyBvb09atWqBalUitzc3NdeAXnVN998gzNnzuDYsWPllqWmpsLV1ZV3D1GHDh2Qm5uLv/76i2sre65VHaeZmRkMDQ3RqFEjXturQ8Ru3LgBX19fNGrUCFKpFDY2NgBQ5WMp9euvv2LmzJnYtWsXHBwcuPYTJ06gW7duqF+/PiQSCYYNG4bHjx9zwwVTU1PRvn173rZcXV15z3NzczFt2jQ4OjpCJpPB2NgYqampr43xxYsXEIvFFS738PDArFmzsHr1avj4+GD06NFqHe/rODk5QSgU8toSEhLg7e0NKysrSCQSdO7cGcC/57kq5wEoub+pdJies7MzunXrBicnJ3z22WeIiIjA06dPub5VzdOyOVN6DK+2FRQUIDs7m2uzsrJC/fr1ebEqlUruKu6rbt68ifz8fPTo0YP3e/rjjz+WGxZqYGDAG0pKCPn46Gk6AEIIeVeMjIxgZ2dX4bJX5ebmwtvbG99++225vubm5rh9+/Zr91V6Uz/7Z+gRUDLkqew+xo4di0mTJpVb38rKivtZX1+ft0wgEHDD0QwMDF4bR1l+fn54/PgxVq5cCWtra4hEIri6ulZ5IgBbW1uMGTMGM2fOxObNm9Xad6my57rUq8cpEAhee9wA4O3tDWtra0RERMDCwgJKpRLNmzdXa1KDlJQUDB48GGFhYfDw8ODa09PT8cknn+DLL7/EwoULYWJigrNnz8Lf3x+FhYUwNDSs0vanTZuG48ePY+nSpbCzs4OBgQEGDhz42hhNTU15RURZZ8+exeLFizFixAjs3LkTvXv35g0hfRtlX5u8vDx4enrC09MT27dvR926dZGRkQFPT0+1zvP9+/eRmJiI3r17AwB0dXVx/PhxxMXFcUMw58yZg/Pnz6Nhw4ZVztOyOVNRW1WHb5ZVek/b4cOHecUWUHLP5KuePHkCW1vbN9oPIeTDQIUTIeSj1KpVK+zduxc2NjbQ0yv/p9De3h4GBgaIjo5W+R//unXrAij5wFi7dm0A4L5P6NV9pKSkVFjMVUWLFi3w3Xff4cmTJ1W66hQbG4t169bBy8sLQMn9Ka9OeFEV8+fPh62tLSIjI3ntjo6O2Lt3Lxhj3AfW2NhYSCQSNGjQQK19VObx48dIS0tDREQEOnbsCKCkoFDHo0eP4O3tjQEDBmDKlCm8ZQkJCVAqlQgPD+eK4N27d/P6ODo6chMylDp37hzveWxsLEaMGIF+/foBKPkgXtn07S4uLsjMzMTTp0+53Cl1/vx59O7dG8HBwZg2bRo8PT0xfPhwCIXC13730JvOJHj9+nU8fvwYYWFh3L1RZe9xc3R0xMGDB3ltZc/DoUOH4ObmxstRgUCADh06oEOHDpg/fz6sra2xf/9+BAQEvJM8rUhGRgb+/vtvWFhYcLHq6Ohwk2G8qmnTphCJRMjIyOCutFXk6tWrGDhw4DuJkRDyfqKheoSQj9KECRPw5MkT+Pr64uLFi7h16xaOHj2KkSNHori4GGKxGDNmzEBgYCA3bOfcuXPcVRg7OztYWloiODgYN27cwOHDhxEeHs7bx4wZMxAXF8dNLnDjxg38/PPP5W5mfx1fX1/I5XL07dsXsbGxuH37Nvbu3Yv4+HiV/e3t7bFt2zakpqbi/PnzGDp0qNpXrczMzBAQEMAb6ggA48ePx927d/HVV1/h+vXr+PnnnxEUFISAgIBy02q/rdq1a6NOnTrYtGkTbt68iZMnTyIgIECtbQwYMACGhoYIDg5GZmYm9yguLoadnR0UCgVWr16N27dvY9u2bbyJLABg0qRJOHLkCJYuXYobN25gzZo1OHLkCK+Pvb099u3bh6SkJCQnJ2PIkCGVXv1wcXGBqakpYmNjee0ZGRno2bMnAgMDMW3aNADA4MGDsWnTJvj6+pYr4l4lkUgAlBQ9L168qPI5srKyglAo5M7DwYMHERISwuszbtw43LhxA9OnT0daWhp27NiBLVu28Pq8OpseUFIALlq0CJcuXUJGRgb27duHhw8fchNivIs8rYhYLIafnx+Sk5Nx5swZTJo0CT4+PpDL5eX6SiQSTJs2DVOmTMHWrVtx69YtXL58GatXr8bWrVu5funp6bh37x66d+/+TmIkhLyfqHAihHyULCwsEBsbi+LiYnh4eMDJyQmTJ0+GTCbjioB58+Zh6tSpmD9/PhwdHTFo0CDuHhx9fX3s3LkT169fR4sWLfDtt9+Wm3GtRYsW+O233/DHH3+gY8eOcHFxwfz587n/hFeFUCjEsWPHUK9ePXh5ecHJyQlhYWHQ1dVV2X/z5s14+vQpWrVqhWHDhmHSpEmoV6+e2udn2rRpMDY25rXVr18fUVFRuHDhApydnTFu3Dj4+/tj7ty5am+/Mjo6OoiMjERCQgKaN2+OKVOmYMmSJWpt4/Tp07h69Sqsra1hbm7OPe7evQtnZ2csW7YM3377LZo3b47t27cjNDSUt/5//vMfREREYOXKlXB2dsaxY8fKHeuyZctQu3ZtuLm5wdvbG56enmjVqtVr49LV1cXIkSOxfft2XruVlRW2bdtWbkr44cOHY//+/XBxcalwmyYmJvDy8sLYsWNx+PDhqpweACVXTrds2YI9e/agadOmCAsLw9KlS8vFtXfvXhw4cADOzs7YsGEDFi1axC3Py8tDdHQ0r3CSSqU4ffo0vLy84ODggLlz5yI8PBy9evUC8O7yVBU7Ozv0798fXl5e8PDwQIsWLbBu3boK+4eEhGDevHkIDQ2Fo6MjevbsicOHD/O+A27nzp3w8PCAtbX1O4mREPJ+ErBXB+gTQgghpNplZmaiWbNmuHz58nv/YXzfvn2YO3cuUlJSNB0KgoODceDAgXLDZt9GYWEh7O3tsWPHDnTo0OGdbZcQ8v6hK06EEEJIDZPL5di8ebPaMwRqI2NjY5WTrHwoMjIyMHv2bCqaCCE0OQQhhBCiCa+b7OF98upshR8iOzu7t5rghRDy4aCheoQQQgghhBBSCRqqRwghhBBCCCGVoMKJEEIIIYQQQipBhRMhhBBCCCGEVIIKJ0IIIYQQQgipBBVOhBBCCCGEEFIJKpwIIYQQQgghpBJUOBFCCCGEEEJIJahwIoQQQgghhJBKUOFECCGEEEIIIZX4P+jkABl1F92eAAAAAElFTkSuQmCC",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"image/png": 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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"import numpy as np\n",
"import matplotlib.pyplot as plt\n",
"from scipy.signal import freqz\n",
"from pytc2.filtros_digitales import fir_design_pm, fir_design_ls\n",
"\n",
"# Parámetros comunes del derivador FIR\n",
"Ftype = 'h' # Hilbert\n",
"order = 70 # Orden del filtro (debe ser par para tipo III)\n",
"fs = 2.0 # Frecuencia de muestreo\n",
"lgrid = 16 # Densidad del grid\n",
"\n",
"# Bandas y especificaciones del derivador\n",
"band_edges = [0.05, 0.95] # Bandas de diseño (en términos de frecuencia normalizada)\n",
"desired = [1., 1.] # Respuesta ideal del derivador (pendiente lineal en la banda de paso)\n",
"W = [1., 1.] # Peso en las bandas\n",
"\n",
"# Diseño del filtro con PM\n",
"b_pm, _, _ = fir_design_pm(order, band_edges, desired, grid_density=lgrid, fs=fs, filter_type=Ftype)\n",
"\n",
"# Diseño del filtro con LS\n",
"b_ls = fir_design_ls(order, band_edges, desired, grid_density=lgrid, fs=fs, filter_type=Ftype)\n",
"\n",
"# Comparar la respuesta en frecuencia de ambos filtros\n",
"w, h_pm = freqz(b_pm, worN=1024)\n",
"w, h_ls = freqz(b_ls, worN=1024)\n",
"\n",
"# Graficar ambas respuestas\n",
"plt.figure(figsize=(10, 6))\n",
"plt.plot(w/np.pi, np.abs(h_pm), label='PM - Parks-McClellan', linestyle='--')\n",
"plt.plot(w/np.pi, np.abs(h_ls), label='LS - Mínimos Cuadrados', linestyle='-')\n",
"plt.title('Comparación de Filtros FIR como Transformadores de Hilbert - PM vs LS')\n",
"plt.xlabel('Frecuencia Normalizada (×π rad/sample)')\n",
"plt.ylabel('Amplitud [dB]')\n",
"plt.legend()\n",
"plt.grid()\n",
"plt.show()\n",
"\n",
"plt.figure(figsize=(10, 6))\n",
"plt.plot(w/np.pi, np.unwrap(np.angle(h_pm)), label='PM - Parks-McClellan', linestyle='--')\n",
"plt.plot(w/np.pi, np.unwrap(np.angle(h_ls)), label='LS - Mínimos Cuadrados', linestyle='-')\n",
"plt.title('Comparación de Filtros FIR como Transformadores de Hilbert - PM vs LS')\n",
"plt.xlabel('Frecuencia Normalizada (×π rad/sample)')\n",
"plt.ylabel('Fase [rad]')\n",
"plt.legend()\n",
"plt.grid()\n",
"plt.show()\n",
"\n",
"\n",
"b_hilbert = b_pm\n",
"# b_hilbert = b_ls\n"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Transformador de Hilbert tipo IV\n",
"\n",
"La plantilla en este caso será:\n",
"\n",
"* Hilbert (Ftype = 'h', solo para tipos III y IV, define el orden)\n",
"* $O$ = 71 (72 coeficientes, orden tipo IV)\n",
"* $f_{p1}$ = 0.05 (comienzo de la banda de operación)\n",
"* $f_{p2}$ = 1 (fin de la banda)\n"
]
},
{
"cell_type": "code",
"execution_count": 9,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Convergencia exitosa!\n"
]
},
{
"data": {
"image/png": 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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"import numpy as np\n",
"import matplotlib.pyplot as plt\n",
"from scipy.signal import freqz\n",
"from pytc2.filtros_digitales import fir_design_pm, fir_design_ls\n",
"\n",
"# Parámetros comunes del derivador FIR\n",
"Ftype = 'h' # Hilbert\n",
"order = 71 # Orden del filtro (debe ser par para tipo III)\n",
"fs = 2.0 # Frecuencia de muestreo\n",
"lgrid = 16 # Densidad del grid\n",
"\n",
"# Bandas y especificaciones del derivador\n",
"band_edges = [0.05, 1.0] # Bandas de diseño (en términos de frecuencia normalizada)\n",
"desired = [1., 1.] # Respuesta ideal del derivador (pendiente lineal en la banda de paso)\n",
"W = [1., 1.] # Peso en las bandas\n",
"\n",
"# Diseño del filtro con PM\n",
"b_pm, _, _ = fir_design_pm(order, band_edges, desired, grid_density=lgrid, fs=fs, filter_type=Ftype)\n",
"\n",
"# Diseño del filtro con LS\n",
"b_ls = fir_design_ls(order, band_edges, desired, grid_density=lgrid, fs=fs, filter_type=Ftype)\n",
"\n",
"# Comparar la respuesta en frecuencia de ambos filtros\n",
"w, h_pm = freqz(b_pm, worN=1024)\n",
"w, h_ls = freqz(b_ls, worN=1024)\n",
"\n",
"# Graficar ambas respuestas\n",
"plt.figure(figsize=(10, 6))\n",
"plt.plot(w/np.pi, np.abs(h_pm), label='PM - Parks-McClellan', linestyle='--')\n",
"plt.plot(w/np.pi, np.abs(h_ls), label='LS - Mínimos Cuadrados', linestyle='-')\n",
"plt.title('Comparación de Filtros FIR como Transformadores de Hilbert - PM vs LS')\n",
"plt.xlabel('Frecuencia Normalizada (×π rad/sample)')\n",
"plt.ylabel('Amplitud [dB]')\n",
"plt.legend()\n",
"plt.grid()\n",
"plt.show()\n",
"\n"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Aplicaciones\n",
"\n",
"### Modulaciones de amplitud y fase (AM, PM y FM)\n",
"\n",
"En el siguiente ejemplo se aplicarán filtros FIR tipo IV, uno en configuración derivador y el otro como rotador de fase o transformador de Hilbert. En ambos casos se utilizarán para la demodulación a partir de la construcción de la *señal analítica*.\n",
"\n",
"### Transformada de Hilbert y Señal Analítica\n",
"\n",
"La transformada de Hilbert de una señal $s$, se define en el dominio de la frecuencia como:\n",
"\n",
"$$H\\{s\\} = -j \\cdot \\text{sgn}(\\Omega) \\cdot S(\\Omega) $$\n",
"\n",
"es decir que si construimos una señal compleja, *la señal analítica*, formada por\n",
"\n",
"$$s_a = s + j \\cdot H\\{s\\}$$\n",
"\n",
"cuyo espectro solo tiene energía en la parte positiva del espectro\n",
"\n",
"$$ S_a(\\Omega) = \\begin{cases}\n",
"2 \\cdot S_a(\\Omega) & \\text{si } \\Omega > 0 \\\\\n",
"S_a(\\Omega) & \\text{si } \\Omega = 0 \\\\\n",
"0 & \\text{si } \\Omega < 0 \\\\\n",
"\\end{cases}$$\n",
"\n",
"Más interesante aún es cuando se representa en forma polar, ya que\n",
"\n",
"- Envolvente: $A(t) = |s_a(t)|$\n",
"- Fase instantánea: $\\varphi(t) = \\arg\\{s_a(t)\\}$\n",
"- Frecuencia instantánea: $f_i(t) = \\frac{1}{2\\pi}\\frac{d\\varphi(t)}{dt}$\n",
"\n",
"Es decir, que la modulación de amplitud estará presente en el módulo de la señal analítica, mientras que la fase será el argumento o fase compleja. Luego la frecuencia será proporcional a la derivada de la fase. Está claro que tanto el filtro transformador de hilbert es clave en la formulación de la señal analítica $s_a$, y el derivador podrá usarse en la demodulación de FM.\n"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Resumen de modulaciones de amplitud y fase\n",
"\n",
"Para cada modulación se hará un breve resumen de las ecuaciones más importantes para la modulación y demodulación a partir de la señal analítica.\n",
"\n",
"### Modulación AM\n",
"\n",
"**Señal modulada:**\n",
"$$s_{AM}(t) = A[1 + m(t)]\\cos(\\omega_c t)$$\n",
"\n",
"**Señal analítica:**\n",
"$$s_{a,AM}(t) = A[1 + m(t)]e^{j\\omega_c t}$$\n",
"\n",
"**Demodulación:**\n",
"$$\\hat{m}(t) = \\frac{|s_{a,AM}(t)| - A}{A}$$\n",
"\n",
"Para los siguientes ejemplos se usarán señales sintéticas compuertas por senoidales pesadas de la siguiente manera:\n",
"\n",
"$$m_0 = 0.5\\sin(2\\pi f_1t) + 0.3\\sin(2\\pi f_2t) + 0.2\\sin(2\\pi f_3t)$$\n",
"\n",
"donde $f_1 = 5$ Hz, $f_2 = 3$ Hz, y $f_3 = 7$ Hz.\n",
"\n",
"La señal se normaliza para garantizar $|m| \\leq 1$:\n",
"\n",
"$$m = \\frac{m_0}{\\max(|m_0|)}$$\n"
]
},
{
"cell_type": "code",
"execution_count": 10,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"\n",
"# Parámetros de la señal\n",
"fs = 500 # Frecuencia de muestreo\n",
"t = np.arange(0, 1, 1/fs) # Vector de tiempo de 1 segundo\n",
"fc = 50 # Frecuencia de la portadora\n",
"\n",
"# Generar señal mensaje\n",
"def generar_mensaje(t):\n",
" # Crear una señal mensaje arbitraria normalizada entre -1 y +1\n",
" mensaje = 0.5 * np.sin(2 * np.pi * 5 * t) + \\\n",
" 0.3 * np.sin(2 * np.pi * 3 * t) + \\\n",
" 0.2 * np.sin(2 * np.pi * 7 * t)\n",
" return mensaje / np.max(np.abs(mensaje)) # Normalizar\n",
"\n",
"# Generar señal portadora\n",
"portadora = np.cos(2 * np.pi * fc * t)\n",
"\n",
"# Generar mensaje\n",
"mensaje = generar_mensaje(t)\n",
"\n",
"# Función para aplicar el filtro de Hilbert y obtener la señal analítica\n",
"def obtener_senal_analitica(senal, b_hilbert):\n",
" # Aplicar el filtro de Hilbert\n",
" senal_hilbert = np.convolve(senal, b_hilbert, mode='same')\n",
" # Formar la señal analítica\n",
" senal_analitica = senal + 1j * senal_hilbert\n",
" return senal_analitica\n",
"\n",
"# Función para visualizar resultados\n",
"def plotear_resultados(t, mensaje_original, mensaje_recuperado, titulo):\n",
" plt.figure(figsize=(12, 6))\n",
" ax = plt.gca()\n",
" plt.plot(t, mensaje_original, 'b-', label='Mensaje Original')\n",
" plt.plot(t, mensaje_recuperado, 'r--', label='Mensaje Recuperado')\n",
" ax.set_ylim([-2, 2])\n",
" plt.grid(True)\n",
" plt.legend()\n",
" plt.title(titulo)\n",
" plt.xlabel('Tiempo [s]')\n",
" plt.ylabel('Amplitud')\n",
" plt.show()\n",
"\n",
"# 1. Modulación AM\n",
"def ejemplo_AM(mensaje, portadora, b_hilbert):\n",
" # Generar señal AM (1 + m(t))*cos(wc*t)\n",
" senal_AM = (1 + mensaje) * portadora\n",
" \n",
" # Obtener señal analítica\n",
" senal_analitica = obtener_senal_analitica(senal_AM, b_hilbert)\n",
" \n",
" # Recuperar envolvente\n",
" envolvente = np.abs(senal_analitica)\n",
" \n",
" # Normalizar y centrar la envolvente recuperada\n",
" mensaje_recuperado = (envolvente - np.mean(envolvente)) / (np.max(envolvente) - np.min(envolvente))\n",
" \n",
" return mensaje_recuperado\n",
"\n",
"\n",
"# Ejecutar ejemplos\n",
"mensaje_recuperado_AM = ejemplo_AM(mensaje, portadora, b_hilbert)\n",
"\n",
"# Visualizar resultados\n",
"plotear_resultados(t, mensaje, mensaje_recuperado_AM, 'Demodulación AM usando Transformada de Hilbert')\n"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### 3.2 Modulación PM\n",
"**Señal modulada:**\n",
"$$s_{PM}(t) = A\\cos(\\omega_c t + \\beta m(t))$$\n",
"\n",
"**Señal analítica:**\n",
"$$s_{a,PM}(t) = Ae^{j(\\omega_c t + \\beta m(t))}$$\n",
"\n",
"siendo $\\beta$ típicamente < $\\pi/2$ para minimizar distorsión.\n",
" \n",
"**Demodulación:**\n",
"$$\\hat{m}(t) = \\frac{1}{\\beta}[\\arg\\{s_{a,PM}(t)\\} - \\omega_c t]$$\n"
]
},
{
"cell_type": "code",
"execution_count": 11,
"metadata": {},
"outputs": [
{
"data": {
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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# 2. Modulación PM\n",
"def ejemplo_PM(mensaje, portadora, b_hilbert):\n",
" # Índice de modulación\n",
" beta = np.pi/4\n",
" \n",
" # Generar señal PM cos(wc*t + β*m(t))\n",
" senal_PM = np.cos(2*np.pi*fc*t + beta*mensaje)\n",
" \n",
" # Obtener señal analítica\n",
" senal_analitica = obtener_senal_analitica(senal_PM, b_hilbert)\n",
" \n",
" # Recuperar fase instantánea\n",
" fase_inst = np.unwrap(np.angle(senal_analitica))\n",
" \n",
" # Extraer mensaje (eliminar tendencia lineal de la fase)\n",
" tendencia = np.polyfit(t, fase_inst, 1)\n",
" fase_detrend = fase_inst - np.polyval(tendencia, t)\n",
" \n",
" # Normalizar mensaje recuperado\n",
" mensaje_recuperado = fase_detrend / np.max(np.abs(fase_detrend))\n",
" \n",
" return mensaje_recuperado\n",
"\n",
"\n",
"mensaje_recuperado_PM = ejemplo_PM(mensaje, portadora, b_hilbert)\n",
"\n",
"# Visualizar resultados\n",
"plotear_resultados(t, mensaje, mensaje_recuperado_PM, 'Demodulación PM usando Transformada de Hilbert')\n"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Modulación FM\n",
"**Señal modulada:**\n",
"$$s_{FM}(t) = A\\cos\\left(\\omega_c t + \\beta \\int_{-\\infty}^t m(\\tau)d\\tau\\right)$$\n",
"\n",
"**Señal analítica:**\n",
"$$s_{a,FM}(t) = Ae^{j(\\omega_c t + \\beta \\int_{-\\infty}^t m(\\tau)d\\tau)}$$\n",
"\n",
"**Demodulación:**\n",
"$$\\hat{m}(t) = \\frac{1}{\\beta}\\frac{d}{dt}[\\arg\\{s_{a,FM}(t)\\} - \\omega_c t]$$"
]
},
{
"cell_type": "code",
"execution_count": 18,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"\n",
"\n",
"# 3. Modulación FM (nueva)\n",
"def ejemplo_FM(mensaje, portadora, b_hilbert):\n",
" # Índice de modulación FM\n",
" beta = 10\n",
" \n",
" # Integral del mensaje para la modulación FM\n",
" mensaje_int = np.cumsum(mensaje) / fs\n",
" \n",
" # Generar señal FM cos(wc*t + β*integral(m(t)))\n",
" senal_FM = np.cos(2*np.pi*fc*t + beta*mensaje_int)\n",
" \n",
" # senal_FM = np.cos(2*np.pi*(fc+beta*mensaje)*t)\n",
" \n",
" # Obtener señal analítica\n",
" senal_analitica = obtener_senal_analitica(senal_FM, b_hilbert)\n",
" \n",
" # Obtener fase instantánea\n",
" fase_inst = np.unwrap(np.angle(senal_analitica))\n",
" \n",
" # Derivar la fase para obtener el mensaje\n",
" mensaje_recuperado = np.convolve(fase_inst, b_derivador, mode='same')\n",
" \n",
" # Normalizar\n",
" # mensaje_recuperado = mensaje_recuperado / np.max(np.abs(mensaje_recuperado[]))\n",
"\n",
" borde = int(0.1*fs)\n",
" parte_centrarl = mensaje_recuperado[borde:-borde]\n",
" mensaje_recuperado = (mensaje_recuperado - np.mean(parte_centrarl)) / (np.max(parte_centrarl) - np.min(parte_centrarl))\n",
" \n",
" return mensaje_recuperado\n",
"\n",
"\n",
"mensaje_recuperado_FM = ejemplo_FM(mensaje, portadora, b_hilbert)\n",
"\n",
"# Visualizar resultados\n",
"plotear_resultados(t, mensaje, mensaje_recuperado_FM, 'Demodulación FM usando Transformada de Hilbert')\n"
]
}
],
"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"
}
},
"nbformat": 4,
"nbformat_minor": 4
}