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511 lines
738 KiB
Plaintext
511 lines
738 KiB
Plaintext
{
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"cells": [
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"Segunda Simulación\n",
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"-----------------------------\n",
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"En esta tanda de simulaciones vamos a comenzar a trabajar con datos reales y tratar de procesarlos. La idea es chocarnos con los problemas que van a surgir de trabajar con datos reales y luego investigar formas de solucionar esos problemas."
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"metadata": {},
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"outputs": [
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"dict_keys(['__header__', '__version__', '__globals__', 'Fs', 'ecg_lead2', 'ecg_lead3', 'measurement_info', 'pcg_audio', 'radar_I', 'radar_Q', 'respiration'])\n"
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]
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},
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{
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"data": {
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"image/png": 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",
|
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"text/plain": [
|
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"<Figure size 1000x800 with 4 Axes>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
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"source": [
|
|
"import numpy as np\n",
|
|
"import matplotlib.pyplot as plt\n",
|
|
"import random\n",
|
|
"import scipy \n",
|
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"\n",
|
|
"def periodograma(x, fs=1.0, plot=True):\n",
|
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" \"\"\"\n",
|
|
" Calcula el periodograma de una señal.\n",
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"\n",
|
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" Parámetros:\n",
|
|
" - x: np.array\n",
|
|
" Señal de entrada (1D).\n",
|
|
" - fs: float\n",
|
|
" Frecuencia de muestreo (Hz).\n",
|
|
" - plot: bool\n",
|
|
" Si True, grafica el periodograma.\n",
|
|
"\n",
|
|
" Retorna:\n",
|
|
" - f: np.array\n",
|
|
" Frecuencias.\n",
|
|
" - Pxx: np.array\n",
|
|
" Densidad espectral de potencia estimada.\n",
|
|
" \"\"\"\n",
|
|
" N = len(x)\n",
|
|
" x = x - np.mean(x) # Eliminar componente de DC\n",
|
|
"\n",
|
|
" # Calcular FFT\n",
|
|
" Xf = np.fft.fft(x)\n",
|
|
" Xf = Xf[:N//2] # Solo parte positiva del espectro\n",
|
|
"\n",
|
|
" # Frecuencias correspondientes\n",
|
|
" f = np.fft.fftfreq(N, d=1/fs)[:N//2]\n",
|
|
"\n",
|
|
" # Densidad espectral de potencia (escala unilateral)\n",
|
|
" Pxx = (1 / (fs * N)) * np.abs(Xf)**2\n",
|
|
" Pxx[1:-1] = 2 * Pxx[1:-1] # Duplicar las frecuencias intermedias\n",
|
|
"\n",
|
|
" if plot:\n",
|
|
" plt.figure(figsize=(8, 4))\n",
|
|
" plt.plot(f, Pxx, label='Periodograma ' + ('sesgado' if sesgado else 'insesgado'))\n",
|
|
" plt.xlabel('Frecuencia (Hz)')\n",
|
|
" plt.ylabel('Densidad espectral de potencia')\n",
|
|
" plt.title('Periodograma de la señal')\n",
|
|
" plt.grid(True)\n",
|
|
" plt.legend()\n",
|
|
" plt.tight_layout()\n",
|
|
" plt.show()\n",
|
|
"\n",
|
|
" return f, Pxx\n",
|
|
"\n",
|
|
"Path_Al_Archivo = \"Coleccion De Datos/datasets_scidata_vsmdb/datasets/measurement_data_person1/PCG_front_radar_front/radar_2L_PCG_4L/DATASET_2016-12-20_11-30-47_Person 1.mat\"\n",
|
|
"\n",
|
|
"Datos = scipy.io.loadmat(Path_Al_Archivo)\n",
|
|
"Nombres = Datos.keys()\n",
|
|
"print(Nombres)\n",
|
|
"\n",
|
|
"# Crear figura y subplots\n",
|
|
"fig, axs = plt.subplots(2, 2, figsize=(10, 8))\n",
|
|
"fig.suptitle('Análisis de un vector complejo', fontsize=16)\n",
|
|
"\n",
|
|
"# Señal Radar I\n",
|
|
"axs[0, 0].plot(Datos['radar_I'])\n",
|
|
"axs[0, 0].set_title('Señal Radar I')\n",
|
|
"axs[0, 0].grid(True)\n",
|
|
"\n",
|
|
"# Referencia Respiración\n",
|
|
"axs[0, 1].plot(Datos['respiration'])\n",
|
|
"axs[0, 1].set_title('Referencia Respiración')\n",
|
|
"axs[0, 1].grid(True)\n",
|
|
"\n",
|
|
"# Comparación respiración con señal radar I\n",
|
|
"axs[1, 0].plot(Datos['radar_I'])\n",
|
|
"axs[1, 0].plot(Datos['respiration']*2000-np.mean(Datos['respiration']*2000))\n",
|
|
"axs[1, 0].set_title('Comparación respiración con señal radar I')\n",
|
|
"axs[1, 0].grid(True)\n",
|
|
"\n",
|
|
"# Comparacion señal de radar I y Q\n",
|
|
"axs[1, 1].plot(Datos['radar_I'])\n",
|
|
"axs[1, 1].plot(Datos['radar_Q'])\n",
|
|
"axs[1, 1].set_title('Comparacion señal de radar I y Q')\n",
|
|
"axs[1, 1].grid(True)\n",
|
|
"\n",
|
|
"# Ajustar espacio\n",
|
|
"plt.tight_layout(rect=[0, 0.03, 1, 0.99])\n",
|
|
"plt.show()\n"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 7,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"image/png": 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",
|
|
"text/plain": [
|
|
"<Figure size 1200x500 with 2 Axes>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"Datos_Complejos = Datos['radar_I'] + 1j* Datos['radar_Q'] \n",
|
|
"\n",
|
|
"fase = np.angle(Datos_Complejos)\n",
|
|
"\n",
|
|
"\n",
|
|
"# Crear figura con 1 fila y 2 columnas\n",
|
|
"fig, axs = plt.subplots(1, 2, figsize=(12, 5)) # 1 fila, 2 columnas\n",
|
|
"fig.suptitle('Análisis de un vector complejo', fontsize=16)\n",
|
|
"\n",
|
|
"# Gráfico de la izquierda: Fase\n",
|
|
"axs[0].plot(fase, label='Fase', color='purple')\n",
|
|
"axs[0].set_title('Señal de Fase')\n",
|
|
"axs[0].grid(True)\n",
|
|
"axs[0].legend()\n",
|
|
"\n",
|
|
"# Gráfico de la derecha: Comparación\n",
|
|
"axs[1].plot(Datos['respiration']-np.mean(Datos['respiration']), label='Respiration', color='blue')\n",
|
|
"axs[1].plot(fase-np.mean(fase), label='Fase', color='purple')\n",
|
|
"axs[1].set_title('Comparación')\n",
|
|
"axs[1].grid(True)\n",
|
|
"axs[1].legend()\n",
|
|
"\n",
|
|
"# Ajustar espacio\n",
|
|
"plt.tight_layout(rect=[0, 0.03, 1, 0.99]) # Deja espacio para el título\n",
|
|
"plt.show()\n",
|
|
"\n"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 8,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"image/png": 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",
|
|
"text/plain": [
|
|
"<Figure size 1200x500 with 2 Axes>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
},
|
|
{
|
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"data": {
|
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"image/png": 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",
|
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"text/plain": [
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"<Figure size 1200x500 with 2 Axes>"
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]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
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|
}
|
|
],
|
|
"source": [
|
|
"## Genero el periodograma de la señal de radar\n",
|
|
"f_1, Pxx_1 = periodograma(fase, float(Datos['Fs'][0][0]), plot=False)\n",
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"\n",
|
|
"## Genero el periodograma de la señal de respiración\n",
|
|
"f_2, Pxx_2 = periodograma(Datos['respiration'], float(Datos['Fs'][0][0]), plot=False)\n",
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"\n",
|
|
"# Crear figura con 1 fila y 2 columnas\n",
|
|
"fig, axs = plt.subplots(1, 2, figsize=(12, 5)) # 1 fila, 2 columnas\n",
|
|
"fig.suptitle('Comparación de los periodogramas de la señal radar y la señal respiración', fontsize=16)\n",
|
|
"# Gráfico de la izquierda: Señal de radar\n",
|
|
"axs[0].plot(f_1, 10 * np.log10(Pxx_1), label='Señal de radar', color='purple')\n",
|
|
"axs[0].set_title('Señal de radar')\n",
|
|
"axs[0].grid(True)\n",
|
|
"axs[0].legend()\n",
|
|
"# Gráfico de la derecha: Señal de respiracón\n",
|
|
"axs[1].plot(f_2, 10 * np.log10(Pxx_2), label='Señal de respiracón', color='blue')\n",
|
|
"axs[1].set_title('Señal de respiracón')\n",
|
|
"axs[1].grid(True)\n",
|
|
"axs[1].legend()\n",
|
|
"# Ajustar espacio\n",
|
|
"plt.tight_layout(rect=[0, 0.03, 1, 0.99]) # Deja espacio para el título\n",
|
|
"plt.show()\n",
|
|
"\n",
|
|
"# Crear figura con 1 fila y 2 columnas\n",
|
|
"fig, axs = plt.subplots(1, 2, figsize=(12, 5)) # 1 fila, 2 columnas\n",
|
|
"fig.suptitle('Comparación de los periodogramas de la señal radar y la señal respiración', fontsize=16)\n",
|
|
"# Gráfico de la izquierda: Señal de radar\n",
|
|
"axs[0].plot(f_1, 10 * np.log10(Pxx_1), label='Señal de radar', color='purple')\n",
|
|
"axs[0].set_title('Señal de radar')\n",
|
|
"axs[0].grid(True)\n",
|
|
"axs[0].set_xlim([0,10])\n",
|
|
"axs[0].legend()\n",
|
|
"# Gráfico de la derecha: Señal de respiracón\n",
|
|
"axs[1].plot(f_2, 10 * np.log10(Pxx_2), label='Señal de respiracón', color='blue')\n",
|
|
"axs[1].set_title('Señal de respiracón')\n",
|
|
"axs[1].grid(True)\n",
|
|
"axs[1].set_xlim([0,10])\n",
|
|
"axs[1].legend()\n",
|
|
"# Ajustar espacio\n",
|
|
"plt.tight_layout(rect=[0, 0.03, 1, 0.99]) # Deja espacio para el título\n",
|
|
"plt.show()\n"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": null,
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": [
|
|
"## Genero el periodograma de la señal de radar\n",
|
|
"f_1, Pxx_1 = periodograma(fase, float(Datos['Fs'][0][0]), nfft = )\n",
|
|
"\n",
|
|
"## Genero el periodograma de la señal de respiración\n",
|
|
"f_2, Pxx_2 = periodograma(Datos['respiration'], float(Datos['Fs'][0][0]))\n",
|
|
"\n",
|
|
"# Crear figura con 1 fila y 2 columnas\n",
|
|
"fig, axs = plt.subplots(1, 2, figsize=(12, 5)) # 1 fila, 2 columnas\n",
|
|
"fig.suptitle('Comparación de los periodogramas de la señal radar y la señal respiración', fontsize=16)\n",
|
|
"# Gráfico de la izquierda: Señal de radar\n",
|
|
"axs[0].plot(f_1, 10 * np.log10(Pxx_1), label='Señal de radar', color='purple')\n",
|
|
"axs[0].set_title('Señal de radar')\n",
|
|
"axs[0].grid(True)\n",
|
|
"axs[0].legend()\n",
|
|
"# Gráfico de la derecha: Señal de respiracón\n",
|
|
"axs[1].plot(f_2, 10 * np.log10(Pxx_2), label='Señal de respiracón', color='blue')\n",
|
|
"axs[1].set_title('Señal de respiracón')\n",
|
|
"axs[1].grid(True)\n",
|
|
"axs[1].legend()\n",
|
|
"# Ajustar espacio\n",
|
|
"plt.tight_layout(rect=[0, 0.03, 1, 0.99]) # Deja espacio para el título\n",
|
|
"plt.show()\n",
|
|
"\n",
|
|
"# Crear figura con 1 fila y 2 columnas\n",
|
|
"fig, axs = plt.subplots(1, 2, figsize=(12, 5)) # 1 fila, 2 columnas\n",
|
|
"fig.suptitle('Comparación de los periodogramas de la señal radar y la señal respiración', fontsize=16)\n",
|
|
"# Gráfico de la izquierda: Señal de radar\n",
|
|
"axs[0].plot(f_1, 10 * np.log10(Pxx_1), label='Señal de radar', color='purple')\n",
|
|
"axs[0].set_title('Señal de radar')\n",
|
|
"axs[0].grid(True)\n",
|
|
"axs[0].set_xlim([0,10])\n",
|
|
"axs[0].legend()\n",
|
|
"# Gráfico de la derecha: Señal de respiracón\n",
|
|
"axs[1].plot(f_2, 10 * np.log10(Pxx_2), label='Señal de respiracón', color='blue')\n",
|
|
"axs[1].set_title('Señal de respiracón')\n",
|
|
"axs[1].grid(True)\n",
|
|
"axs[1].set_xlim([0,10])\n",
|
|
"axs[1].legend()\n",
|
|
"# Ajustar espacio\n",
|
|
"plt.tight_layout(rect=[0, 0.03, 1, 0.99]) # Deja espacio para el título\n",
|
|
"plt.show()"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"metadata": {},
|
|
"source": [
|
|
"Comenzamos a tranajar con la matriz de indice\n",
|
|
"---------------------------------------------"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 16,
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": [
|
|
"import numpy as np\n",
|
|
"import matplotlib.pyplot as plt\n",
|
|
"import random\n",
|
|
"import scipy\n",
|
|
"import pandas as pd\n",
|
|
"\n",
|
|
"def periodograma(x, fs=1.0, nfft=None):\n",
|
|
" \"\"\"\n",
|
|
" Calcula el periodograma de una señal con opción de padding.\n",
|
|
"\n",
|
|
" Parámetros:\n",
|
|
" - x: np.array\n",
|
|
" Señal de entrada (1D).\n",
|
|
" - fs: float\n",
|
|
" Frecuencia de muestreo (Hz).\n",
|
|
" - nfft: int o None\n",
|
|
" Tamaño de la FFT (para padding). Si None, se usa len(x).\n",
|
|
"\n",
|
|
" Retorna:\n",
|
|
" - f: np.array\n",
|
|
" Frecuencias.\n",
|
|
" - Pxx: np.array\n",
|
|
" Densidad espectral de potencia estimada.\n",
|
|
" \"\"\"\n",
|
|
" x = x - np.mean(x) # Eliminar componente DC\n",
|
|
" N = len(x)\n",
|
|
"\n",
|
|
" if nfft is None:\n",
|
|
" nfft = N\n",
|
|
" elif nfft < N:\n",
|
|
" raise ValueError(\"nfft debe ser mayor o igual al largo de la señal\")\n",
|
|
"\n",
|
|
" # FFT unilateral\n",
|
|
" Xf = np.fft.rfft(x, n=nfft)\n",
|
|
" f = np.fft.rfftfreq(nfft, d=1/fs)\n",
|
|
"\n",
|
|
" # Densidad espectral de potencia\n",
|
|
" Pxx = (1 / (fs * N)) * np.abs(Xf) ** 2\n",
|
|
" if nfft > 1:\n",
|
|
" Pxx[1:-1] *= 2 # Escalado unilateral (sin DC y Nyquist)\n",
|
|
"\n",
|
|
" # Confirmamos que tengan el mismo largo\n",
|
|
" assert f.shape == Pxx.shape, f\"Frecuencia y espectro no coinciden: f={f.shape}, Pxx={Pxx.shape}\"\n",
|
|
"\n",
|
|
" return f, Pxx\n",
|
|
"\n",
|
|
"## Inicializo la matriz indice con todos los paths a los distintos archivos\n",
|
|
"Tabla_Indice = pd.read_csv('Tabla_Direccionamiento_Base_Datos.csv')\n"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": null,
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": [
|
|
"Tabla_Indice.columns\n",
|
|
"\n",
|
|
"### Filtro todas las filas para quedarme solo con las mediciones que no tienen escenarios\n",
|
|
"Tabla_Filtrada_Sin_Escenarios = Tabla_Indice\n",
|
|
"Escenarios_Unicos = Tabla_Indice['Escenario_principal'].unique()[1:]\n",
|
|
"for i in range(len(Escenarios_Unicos)):\n",
|
|
" Tabla_Filtrada_Sin_Escenarios = Tabla_Filtrada_Sin_Escenarios[Tabla_Filtrada_Sin_Escenarios['Escenario_principal'] != Escenarios_Unicos[i]]\n",
|
|
"\n",
|
|
"#Tabla_Filtrada_Sin_Escenarios['Escenario_principal'].unique()\n",
|
|
"\n",
|
|
"Tabla_Filtrada_Sin_Escenarios\n"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 9,
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": [
|
|
"Indece_Datos_Seleccionado = np.array([2,5,23,132,55])\n",
|
|
"\n",
|
|
"\n"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 41,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"image/png": 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",
|
|
"text/plain": [
|
|
"<Figure size 1200x500 with 2 Axes>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
},
|
|
{
|
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"data": {
|
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"image/png": 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",
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"text/plain": [
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"<Figure size 1200x500 with 2 Axes>"
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]
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},
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"metadata": {},
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"output_type": "display_data"
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}
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],
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"source": [
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"f_1, Pxx_1 = periodograma(fase[1:500,0], float(Datos['Fs'][0][0]), nfft = 2048)\n",
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"\n",
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"## Genero el periodograma de la señal de respiración\n",
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"f_2, Pxx_2 = periodograma(Datos['respiration'][1:500,0], float(Datos['Fs'][0][0]), nfft = 2048)\n",
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"\n",
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"# Crear figura con 1 fila y 2 columnas\n",
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"fig, axs = plt.subplots(1, 2, figsize=(12, 5)) # 1 fila, 2 columnas\n",
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"fig.suptitle('Comparación de los periodogramas de la señal radar y la señal respiración', fontsize=16)\n",
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"# Gráfico de la izquierda: Señal de radar\n",
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"axs[0].plot(f_1, 10 * np.log10(Pxx_1), label='Señal de radar', color='purple')\n",
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"axs[0].set_title('Señal de radar')\n",
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"axs[0].grid(True)\n",
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"axs[0].set_xlim([0,10])\n",
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"axs[0].set_ylim([-50,0])\n",
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"axs[0].legend()\n",
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"# Gráfico de la derecha: Señal de respiracón\n",
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"axs[1].plot(f_2, 10 * np.log10(Pxx_2), label='Señal de respiracón', color='blue')\n",
|
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"axs[1].set_title('Señal de respiracón')\n",
|
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"axs[1].grid(True)\n",
|
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"axs[1].set_xlim([0,10])\n",
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"axs[1].set_ylim([-80,-20])\n",
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"axs[1].legend()\n",
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"# Ajustar espacio\n",
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"plt.tight_layout(rect=[0, 0.03, 1, 0.99]) # Deja espacio para el título\n",
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"plt.show()\n",
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"\n",
|
|
"# Crear figura con 1 fila y 2 columnas\n",
|
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"fig, axs = plt.subplots(1, 2, figsize=(12, 5)) # 1 fila, 2 columnas\n",
|
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"fig.suptitle('Comparación de los periodogramas de la señal radar y la señal respiración', fontsize=16)\n",
|
|
"# Gráfico de la izquierda: Señal de radar\n",
|
|
"axs[0].plot(f_1, 10 * np.log10(Pxx_1), label='Señal de radar', color='purple')\n",
|
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"axs[0].set_title('Señal de radar')\n",
|
|
"axs[0].grid(True)\n",
|
|
"axs[0].set_xlim([0,1.5])\n",
|
|
"axs[0].set_ylim([-50,0])\n",
|
|
"axs[0].legend()\n",
|
|
"# Gráfico de la derecha: Señal de respiracón\n",
|
|
"axs[1].plot(f_2, 10 * np.log10(Pxx_2), label='Señal de respiracón', color='blue')\n",
|
|
"axs[1].set_title('Señal de respiracón')\n",
|
|
"axs[1].grid(True)\n",
|
|
"axs[1].set_xlim([0,1.5])\n",
|
|
"axs[1].set_ylim([-80,-20])\n",
|
|
"axs[1].legend()\n",
|
|
"# Ajustar espacio\n",
|
|
"plt.tight_layout(rect=[0, 0.03, 1, 0.99]) # Deja espacio para el título\n",
|
|
"plt.show()"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": null,
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": [
|
|
"plt.figure()\n",
|
|
"plt.plot(f_1, 10 * np.log10(Pxx_1), label='Señal de radar', color='purple')\n",
|
|
"plt.plot(f_2, 10 * np.log10(Pxx_2), label='Señal de respiracón', color='blue')\n",
|
|
"plt.xlim([0,10])"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 20,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"(499, 1)"
|
|
]
|
|
},
|
|
"execution_count": 20,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"source": [
|
|
"Datos['respiration'][1:500].shape"
|
|
]
|
|
}
|
|
],
|
|
"metadata": {
|
|
"kernelspec": {
|
|
"display_name": "PrimerKernel",
|
|
"language": "python",
|
|
"name": "primerkernel"
|
|
},
|
|
"language_info": {
|
|
"codemirror_mode": {
|
|
"name": "ipython",
|
|
"version": 3
|
|
},
|
|
"file_extension": ".py",
|
|
"mimetype": "text/x-python",
|
|
"name": "python",
|
|
"nbconvert_exporter": "python",
|
|
"pygments_lexer": "ipython3",
|
|
"version": "3.12.3"
|
|
}
|
|
},
|
|
"nbformat": 4,
|
|
"nbformat_minor": 2
|
|
}
|