{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "### Los datos están ordenados de la siguiente manera: {Hora UTC de la medición, azimut de la fuente, elevación de la fuente, 0, 0, Frecuencia Inicial en MHz, Tamaño del canal espectral en MHz, 1, Número de canales (64), 64 valores de temperatura de antena para cada canal espectral}. En total 73 columnas" ] }, { "cell_type": "code", "execution_count": 33, "metadata": {}, "outputs": [], "source": [ "import matplotlib.pyplot as plt\n", "import numpy as np\n", "\n", "#datos, los 64 valores de temperatura\n", "data = np.genfromtxt('interferometria.rad',comments='*')[:,9:] #devuelve un arreglo de arreglos de la columna 9 en adelante\n", "\n", "#ascension y elevacion (primera y segunda columna)\n", "a, e = np.loadtxt('interferometria.rad',comments='*',usecols=(1,2),unpack=True)\n", "a=a*np.pi/180; e=e*np.pi/180" ] }, { "cell_type": "code", "execution_count": 48, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "#Promediando para obtener mediciones de continuo\n", "plt.rcParams[\"figure.figsize\"] = (10,5)\n", "\n", "\n", "largo=len(data)\n", "data_mean=[]\n", "\n", "for espectro in data:\n", " data_mean.append(np.mean(espectro))\n", " \n", "fig=plt.figure()\n", "plt.plot(np.arange(len(data_mean)),data_mean)\n", "plt.ylim(1000,6000)\n", "\n", "plt.grid(True)\n", "plt.grid(color = '0.6', linestyle = '--', linewidth = 1)\n", "plt.show()\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Separar datos de la mañana con datos de la tarde" ] }, { "cell_type": "code", "execution_count": 36, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Tarde\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "
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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "#Separar mañana y tarde \n", "data_t=data_mean[:11496] #tarde\n", "data_m=p_mean[11497:] #mañana\n", "\n", "print ('Tarde')\n", "\n", "plt.ylim(1000,6000)\n", "plt.grid(True)\n", "plt.grid(color = '0.6', linestyle = '--', linewidth = 1)\n", "plt.plot(np.arange(len(data_t)),data_t)\n", "plt.show()\n", "\n", "print ('Mañana')\n", "\n", "plt.ylim(1000,6000)\n", "plt.grid(True)\n", "plt.grid(color = '0.6', linestyle = '--', linewidth = 1)\n", "plt.plot(np.arange(len(data_m)),data_m)\n", "plt.show()\n", "\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Limpiar datos" ] }, { "attachments": { "datos_limpios.png": { "image/png": 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" } }, "cell_type": "markdown", "metadata": {}, "source": [ "![datos_limpios.png](attachment:datos_limpios.png)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Para hacer transformada de Fourier se ocupa la transformada de Fourier discreta de Numpy\n", "\n", "https://numpy.org/doc/stable/reference/generated/numpy.fft.fft.html" ] }, { "cell_type": "code", "execution_count": 50, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Tarde\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "C:\\Users\\silva\\AppData\\Local\\Continuum\\anaconda3\\lib\\site-packages\\numpy\\core\\numeric.py:538: ComplexWarning: Casting complex values to real discards the imaginary part\n", " return array(a, dtype, copy=False, order=order)\n" ] }, { "data": { "image/png": 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\n", 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "## EJEMPLO DE FFT (con datos crudos)\n", "\n", "#tarde\n", "esp_t=np.fft.rfft(data_t)\n", "f_t=np.fft.rfftfreq(len(data_t))\n", "#mañana\n", "esp_m=np.fft.rfft(data_m)\n", "f_m=np.fft.rfftfreq(len(data_m))\n", "\n", "plt.rcParams[\"figure.figsize\"] = (10,6)\n", "\n", "for i in range(360):\n", " esp_t[i]=0\n", "\n", " \n", "print ('Tarde')\n", "plt.plot(f_t,esp_t)\n", "plt.title('Espectro tarde')\n", "plt.xlim(-.05,0.25)\n", "#plt.ylim(-100000,100000)\n", "plt.grid(True)\n", "plt.grid(color = '0.6', linestyle = '--', linewidth = 1)\n", "plt.show()\n", "\n", "fig=plt.figure()\n", "\n", "print ('manana')\n", "plt.plot(f_m,esp_m)\n", "plt.title('Espectro manana')\n", "plt.xlim(-0.05,0.25)\n", "plt.ylim(-1000000,1000000)\n", "plt.grid(True)\n", "plt.grid(color = '0.6', linestyle = '--', linewidth = 1)\n", "plt.show()\n", "\n", "\n", "#Antitransformada es np.fft.ifft" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "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": "3.7.4" } }, "nbformat": 4, "nbformat_minor": 2 }