{ "cells": [ { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "-" } }, "source": [ "Frekvenční analýza\n", "============" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "vzorek signál (sinusovka s periodou 0.8 $\\dot\\ 2\\pi \\approx$ 5.) + šum (rovnoměrně rozdělená data)" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "collapsed": false, "slideshow": { "slide_type": "skip" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Populating the interactive namespace from numpy and matplotlib\n" ] } ], "source": [ "%pylab inline \n", "from numpy.random import uniform\n", "import matplotlib\n", "matplotlib.rcParams['figure.figsize'] = [10, 5]\n", "x1=uniform(size=1024)\n", "from numpy import arange,sin\n", "b=arange(1024)\n", "y1=sin(b/0.8)" ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "(0, 1024)" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plot(b,y1+x1,'.')\n", "xlim(0,1024)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "fourierova transformace vzorku a čistého šumu" ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "collapsed": false, "slideshow": { "slide_type": "slide" } }, "outputs": [ { "data": { "text/plain": [ "Text(0.5,0,'frekvence')" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from matplotlib.pyplot import psd,plot\n", "from numpy import fft\n", "f1=fft.fft(x1) \n", "ft1=fft.fft(x1+y1)\n", "gr1=plot(b[:512]/1024.,abs(f1[:512]),b[:512]/1024.,abs(ft1[:512]))\n", "ax=gr1[0].axes\n", "ax.set_xlim(0.1,0.4)\n", "ax.grid(1)\n", "legend([u\"šum\",u\"signál + šum\"])\n", "xlabel(\"frekvence\")\n", "#a1=psd(x1)" ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "collapsed": false, "slideshow": { "slide_type": "fragment" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "očekávaná frekvence 0.19894 Hz\n" ] } ], "source": [ "from math import pi\n", "pteor=0.8*2*pi\n", "print(\"očekávaná frekvence %.5f Hz\"%(1/pteor))" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "slide" } }, "source": [ "### náhodná procházka (odbočka :)\n", "\n", "tvorba *1/f* šumu " ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "collapsed": false, "slideshow": { "slide_type": "subslide" } }, "outputs": [ { "data": { "text/plain": [ "11.705357747751327" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "#b=arange(1024)\n", "f1corr=f1.copy()\n", "f1corr[1:]/=b[1:]/1024.\n", "f2corr=f1.copy()\n", "f2corr[1:]/=b[1:]/330.\n", "#f1corr[0]=0\n", "x1corr=fft.ifft(f1corr).real\n", "x2corr=fft.ifft(f2corr).real\n", "plot(b,x1corr,b,x2corr)\n", "legend(['1024','330'])\n", "x1corr.std()" ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "collapsed": false, "slideshow": { "slide_type": "slide" } }, "outputs": [ { "data": { "text/plain": [ "(8.501071228151247, 2.6852484456578587)" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# prevzorkovani sumu s 1/f spektrem\n", "def refreq(samp,npt=1024):\n", " if npt==0: npt=samp.size\n", " f1=fft.fft(samp,npt)\n", " f1[1:]/=arange(1,npt)/float(npt)\n", " return fft.ifft(f1).real\n", "t1=array([refreq(uniform(size=1024)).std() for i in range(32)])\n", "t1.mean(),t1.std()" ] }, { "cell_type": "code", "execution_count": 9, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "(array([-0.88073461, 7.52775264]), array([-0.95598662, 9.35864274]))" ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "p=cumsum(uniform(-1,1,size=1024)) #nahodna prochazka\n", "ffp=abs(fft.fft(p))\n", "p2=cumsum(normal(0,1,size=2*1024))\n", "ffp2=abs(fft.fft(p2))\n", "loglog(ffp[:512])\n", "loglog(ffp2[:512])\n", "title(\"Fourierovsky obraz kumulativnich souctu (stredni hodnota 0)\")\n", "legend([\"1024 kroku\",\"2048 kroku\"])\n", "#prvni parametr odpovida linear. clenu v log_log skale (1/x zavislost)\n", "polyfit(np.log(r_[1:512]),np.log(ffp[1:512]),1),polyfit(np.log(r_[1:512]),np.log(ffp2[1:512]),1)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "jak narůstá rozptyl u náhodných procházek s rostoucí délkou" ] }, { "cell_type": "code", "execution_count": 10, "metadata": { "collapsed": false, "slideshow": { "slide_type": "fragment" } }, "outputs": [ { "data": { "text/plain": [ "(array([ 8.33235679, 13.51779185, 18.65406176, 21.83815166]),\n", " array([2.02525673, 4.25458694, 5.25363448, 6.70536026]))" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" } ], "source": [ "t2=array([[refreq(uniform(size=1024*s),npt=0).std() for i in range(32)] for s in range(1,8,2)])\n", "t2.mean(1),t2.std(1)" ] }, { "cell_type": "code", "execution_count": 11, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "(array([ 7.10848356, 12.28328017, 16.86279871, 19.22755543]),\n", " array([2.76231263, 4.33618458, 7.99876803, 9.35023961]))" ] }, "execution_count": 11, "metadata": {}, "output_type": "execute_result" } ], "source": [ "t3=array([[cumsum(uniform(-1,1,size=1024*s)).std() for i in range(32)] for s in range(1,8,2)])\n", "t3.mean(1),t3.std(1)" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "slide" } }, "source": [ "## Nerovnoměrné vzorkování\n", "\n", "použití **Lomb-Scargle** algoritmu (periodogram) čili LSSA (least square spectral analysis) \n", "původní článek v [Astrophys.Journal](http://articles.adsabs.harvard.edu/full/1982ApJ...263..835S) a pěkný ilustrativní rozbor Jakea Vanderplase\n", "na [ArXivu](https://arxiv.org/abs/1703.09824) \n", "rychlá implementace v pythonu [zde](http://www.astropython.org/snippets/fast-lomb-scargle-algorithm32/)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "klasický periodogram vychází z výpočtu \n", "\n", "$$P=\\left|\\frac{1}{N}\\sum_{i=1}^N{g_i e^{-i\\ 2 \\pi \\omega t_i}} \\right|^2 =\\\\\n", "= \\frac{1}{N} \\left[ \\left( \\sum_{i=1}^N{g_i \\cos ( 2 \\pi \\omega t_i)}\\right)^2 + \\left(\\sum_{i=1}^N{g_i \\sin (2 \\pi \\omega t_i)} \\right)^2\\right ]$$\n", "\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "u nerovnoměrného vzorkování není zajištěna ortogonalita členů s $\\cos$ a $\\sin$; Scargle navrhl zobecnění pomocí fázového posunu $\\tau$ a normalizačních parametrů $A, B$ do tvaru\n", "$$P= \\frac{A^2}{2} \\left( \\sum_{i=1}^N{g_i \\cos (2 \\pi \\omega (t_i-\\tau))}\\right)^2 + \\frac{B^2}{2} \\left(\\sum_{i=1}^N{g_i \\sin (2 \\pi \\omega (t_i-\\tau))} \\right)^2$$\n", "\n", "Při volbě $A^2=1/\\sum_{i=1}^N{ \\cos^2 ( 2 \\pi \\omega (t_i-\\tau))}$, $B^2=1/\\sum_{i=1}^N{ \\sin^2 ( 2 \\pi \\omega (t_i-\\tau))}$ a\n", "$$\\tau = \\frac{1}{4 \\pi \\omega} \\arctan\\left(\\frac{\\sum_{i=1}^N{ \\sin ( 4 \\pi \\omega t_i)}}{\\sum_{i=1}^N{ \\cos ( 4 \\pi \\omega t_i)}} \\right)$$ dostaneme periodogram, který není závislý na volbě počátku časové osy (vliv konkrétních vzorkovacích bodů $t_i$ odstraňuje právě volba $\\tau$) a pro rovnoměrné vzorkování přechází do tvaru klasického periodogramu." ] }, { "cell_type": "code", "execution_count": 12, "metadata": { "collapsed": false, "slideshow": { "slide_type": "slide" } }, "outputs": [], "source": [ "from scipy.signal import lombscargle\n", "bsel=uniform(size=b.size)<0.7# náhodný výběr bodů" ] }, { "cell_type": "code", "execution_count": 13, "metadata": { "collapsed": false, "slideshow": { "slide_type": "-" } }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "C:\\Program Files (x86)\\Microsoft Visual Studio\\Shared\\Anaconda3_64\\lib\\site-packages\\matplotlib\\axes\\_base.py:3449: UserWarning: Attempted to set non-positive ylimits for log-scale axis; invalid limits will be ignored.\n", " 'Attempted to set non-positive ylimits for log-scale axis; '\n" ] }, { "data": { "text/plain": [ "Text(0.5,0,'frequence')" ] }, "execution_count": 13, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "freqs=arange(1,1.5,0.005)\n", "data=y1[bsel]+x1[bsel]\n", "data-=data.mean()\n", "data/=data.std()\n", "pgram=lombscargle(b[bsel].astype('float'),data,freqs)\n", "gr2=semilogy(freqs,pgram)[0]\n", "gr2.axes.set_ylim(-20,350)\n", "xlabel(\"frequence\")" ] }, { "cell_type": "code", "execution_count": 14, "metadata": { "collapsed": false }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "C:\\Program Files (x86)\\Microsoft Visual Studio\\Shared\\Anaconda3_64\\lib\\site-packages\\matplotlib\\axes\\_base.py:3449: UserWarning: Attempted to set non-positive ylimits for log-scale axis; invalid limits will be ignored.\n", " 'Attempted to set non-positive ylimits for log-scale axis; '\n" ] }, { "data": { "text/plain": [ "Text(0.5,0,'frequence')" ] }, "execution_count": 14, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "freqs=arange(1.2,1.3,0.001)\n", "data=y1[bsel]+x1[bsel]\n", "data-=data.mean()\n", "data/=data.std()\n", "pgram2=lombscargle(b[bsel].astype('float'),data,freqs)\n", "gr2=semilogy(freqs,pgram2)[0]\n", "gr2.axes.set_ylim(-20,350)\n", "xlabel(\"frequence\")" ] }, { "cell_type": "code", "execution_count": 15, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "Text(0.5,0,'frequence')" ] }, "execution_count": 15, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "gr2=plot(freqs,pgram2)[0]\n", "title(\"linearni skala\")\n", "xlabel(\"frequence\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "rekonstrukce periody z maximální frekvence" ] }, { "cell_type": "code", "execution_count": 16, "metadata": { "collapsed": false, "slideshow": { "slide_type": "fragment" } }, "outputs": [ { "data": { "text/plain": [ "0.8000000000000036" ] }, "execution_count": 16, "metadata": {}, "output_type": "execute_result" } ], "source": [ "1/freqs[pgram.argmax()]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## vlastní konstrukce periodogramu\n", "\n", "- pro každý bod dopočítáme fázi\n", "- průběh fázové křivky zrekonstruujeme jako průměr přes interval `[t-win,t+win]`\n", "- minimalizovaným kritériem je suma čtverců odchylek jednotlivých měření od rekonstruované křivky" ] }, { "cell_type": "code", "execution_count": 17, "metadata": { "collapsed": false }, "outputs": [], "source": [ "def get_disp(peri,pos,data,ndiv=50,win=0.05,ret=1):\n", " #defaultne vrati sumu ctvercu rezidui bodu a stredni hodnoty\n", " nperi=(pos/peri).astype(int)\n", " phas=pos/peri-nperi\n", " #plot(phas,data,'.')\n", " phax=r_[:1:(ndiv+1)*1j]\n", " \n", " rep=[]\n", " cnt=[]\n", " for a in phax:\n", " sel=abs(phas-a)1-win+a]=True\n", " if a>1-win: sel[phas" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "pgram=get_disp(pteor,b[bsel],data,ret=3)\n", "ndiv=50\n", "plot(pgram[2],data,'.')\n", "plot(r_[:1:(ndiv+1)*1j],pgram[0]/pgram[1],lw=2)\n", "title(\"periodogram a stredni funkce p_t=%.3f\"%pteor)\n", "xlabel(\"faze\")" ] }, { "cell_type": "code", "execution_count": 19, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "Text(0.5,0,'faze')" ] }, "execution_count": 19, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "pgram=get_disp(pteor-0.01,b[bsel],data,ret=3)\n", "ndiv=50\n", "plot(pgram[2],data,'.')\n", "plot(r_[:1:(ndiv+1)*1j],pgram[0]/pgram[1],lw=2)\n", "title(\"periodogram a stredni funkce p_t=%.3f\"%(pteor-0.01))\n", "xlabel(\"faze\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "aplikace na původní data (`y1` a šum `x1`)" ] }, { "cell_type": "code", "execution_count": 20, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "peris=r_[pteor-0.8:pteor+0.8:41j]\n", "gmax=[get_disp(p,b[bsel],data) for p in peris]\n", "plot(peris/2/pi,gmax)\n", "xlabel(\"perioda\")\n", "ylabel(\"rezidualni rozptyl\")\n", "title(\"hledani char. periody\")\n", "grid()" ] }, { "cell_type": "code", "execution_count": 21, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "peris=r_[pteor-0.09:pteor+0.09:41j]\n", "gmax=[get_disp(p,b[bsel],data) for p in peris]\n", "plot(peris/2/pi,gmax)\n", "xlabel(\"perioda\")\n", "ylabel(\"rezidualni rozptyl\")\n", "title(\"hledani char. periody\")\n", "grid()" ] }, { "cell_type": "code", "execution_count": 22, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "Text(0.5,1,'amplituda prumerovaneho fazogramu (peak2peak)')" ] }, "execution_count": 22, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "zp2p=lambda a:a.max()-a.min()\n", "#zp2p(get_disp(p,b[bsel],data))\n", "gamp=[zp2p(get_disp(p,b[bsel],data,ret=4)) for p in peris]\n", "plot(peris/2/pi,gamp)\n", "xlabel(\"perioda\")\n", "grid()\n", "title(\"amplituda prumerovaneho fazogramu (peak2peak)\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### rekonstrukce dlouhoperiodické křivky" ] }, { "cell_type": "code", "execution_count": 24, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "[]" ] }, "execution_count": 24, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "pteor2=24.8*2*pi\n", "y2=sin(b/pteor2*2*pi)\n", "y3=sin(b/pteor2*3*pi/2.)*0.1\n", "data2=y2[bsel]+y3[bsel]+x1[bsel]\n", "plot(b[bsel],data2,'+')" ] }, { "cell_type": "code", "execution_count": 25, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "Text(0.5,0,'faze')" ] }, "execution_count": 25, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "pgram=get_disp(pteor2,b[bsel],data2,ret=3)\n", "ndiv=50\n", "plot(pgram[2],data2,'.')\n", "plot(r_[:1:(ndiv+1)*1j],pgram[0]/pgram[1],lw=2)\n", "title(\"periodogram a stredni funkce\")\n", "xlabel(\"faze\")" ] }, { "cell_type": "code", "execution_count": 26, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0.5,0,'faze')" ] }, "execution_count": 26, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "pgram=get_disp(pteor2+0.4*2*pi,b[bsel],data2,ret=3)\n", "ndiv=50\n", "plot(pgram[2],data2,'.')\n", "plot(r_[:1:(ndiv+1)*1j],pgram[0]/pgram[1],lw=2)\n", "title(\"periodogram a stredni funkce\")\n", "xlabel(\"faze\")" ] }, { "cell_type": "code", "execution_count": 27, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "peris=r_[pteor2-40:pteor2+40:41j]\n", "gmax=[get_disp(p,b[bsel],data2,ret=1) for p in peris]\n", "plot(peris/2/pi,gmax)\n", "xlabel(\"perioda\")\n", "ylabel(\"rezidualni rozptyl\")\n", "title(\"hledani char. periody\")\n", "grid()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**odhad nejistoty z profilu minima** \n", "(asymetrickou křivku prokládáme polynomem 4. stupně, z něj bereme 2. derivaci)" ] }, { "cell_type": "code", "execution_count": 29, "metadata": { "collapsed": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "poloha minima a druhe derivace\n" ] }, { "data": { "text/plain": [ "(26.827228705602977, 92.10616888850709, 66.42082249832907)" ] }, "execution_count": 29, "metadata": {}, "output_type": "execute_result" } ], "source": [ "p0=np.argmin(gmax)\n", "psel=peris[p0-5:p0+5]/2/pi\n", "minprof=polyfit(psel,gmax[p0-5:p0+5],4)\n", "minprof2=polyfit(psel,gmax[p0-5:p0+5],2)\n", "mder=polyval(polyder(polyder(minprof)),psel).mean() #profil 2. derivace\n", "#polyval(polyder(polyder(minprof)),psel)\n", "aroot=roots(polyder(minprof)) # koreny 1. derivace\n", "print(\"poloha minima a druhe derivace\")\n", "aroot.real[aroot.imag==0][0],mder,minprof2[0]" ] }, { "cell_type": "code", "execution_count": 30, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 30, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plot(psel,gmax[p0-5:p0+5],'+',ms=15)\n", "plot(psel,polyval(minprof,psel))\n", "plot(psel,polyval(minprof2,psel))\n", "xlabel(\"perioda\")\n", "legend(['data','pol.4.stup.','pol.2.stup.'])" ] }, { "cell_type": "code", "execution_count": 40, "metadata": { "collapsed": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "poloha minima a druhe derivace\n" ] }, { "data": { "text/plain": [ "(26.653508764910516,\n", " 77.610569374848268,\n", " 79.353630977398282,\n", " 65.501638513523773)" ] }, "execution_count": 40, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# srovnávací test s prostou sinusovkou (bez y3)\n", "gmax=[get_disp(p,b[bsel],x1[bsel]+y2[bsel]) for p in peris]\n", "min2prof=polyfit(psel,gmax[p0-5:p0+5],4)\n", "min2prof2=polyfit(psel,gmax[p0-5:p0+5],2)\n", "mder2=polyval(polyder(polyder(min2prof)),psel).mean()\n", "aroot=roots(polyder(min2prof))\n", "\n", "aroot.real[aroot.imag==0][0],mder,mder2,min2prof2[0]" ] }, { "cell_type": "code", "execution_count": 59, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "168.87781149871722" ] }, "execution_count": 59, "metadata": {}, "output_type": "execute_result" } ], "source": [ "def phas_test(yval):\n", " bsel=uniform(size=b.size)<0.7\n", " gmax=[get_disp(p,b[bsel],uniform(size=sum(bsel))+yval[bsel]) for p in peris]\n", " aroot=roots(polyder(polyfit(psel,gmax[p0-5:p0+5],4)))\n", " return aroot.real[aroot.imag==0][0]\n", "btot=np.array([phas_test(y2+y3) for i in range(200)]).T\n", "2*pi*btot.mean()" ] }, { "cell_type": "code", "execution_count": 60, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "4.08767422078702" ] }, "execution_count": 60, "metadata": {}, "output_type": "execute_result" } ], "source": [ "2*pi*btot.std()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### srovnání s FFT \n", "zpět pro měření s rovnoměrným vzorkováním" ] }, { "cell_type": "code", "execution_count": 38, "metadata": { "collapsed": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "ocekavana hodnota a perioda z polohy maxima\n" ] }, { "data": { "text/plain": [ "(155.82299561805374, 146.28571428571428)" ] }, "execution_count": 38, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "subias=(x1+y2).mean()\n", "ft3=fft.fft(x1+y2-subias)\n", "gr3=plot(b[:51]/1024.,abs(ft3[:51]))\n", "print(\"ocekavana hodnota a perioda z polohy maxima\")\n", "xlabel(\"frekvence\")\n", "pteor2, 1/(b[5:51][argmax(abs(ft3[5:51]))]/1024.)" ] }, { "cell_type": "code", "execution_count": 48, "metadata": {}, "outputs": [], "source": [ "def four_test(yval):\n", " ft3=fft.fft(uniform(size=1024)+yval)\n", " mpos=3+argmax(abs(ft3[3:51]))\n", " if mpos<3:mpos=3\n", " ids=np.polyfit(r_[mpos-3:mpos+4],abs(ft3[:51])[mpos-3:mpos+4],2)\n", " return mpos,-ids[1]/2/ids[0]/1024.\n", "ztot,atot=np.array([four_test(y2+y3) for i in range(200)]).T" ] }, { "cell_type": "code", "execution_count": 61, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(152.6936427752117, 0.6026768565257838)" ] }, "execution_count": 61, "metadata": {}, "output_type": "execute_result" } ], "source": [ "1/atot.mean(),atot.std()/atot.mean()**2" ] }, { "cell_type": "code", "execution_count": 54, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "24.301948026383016" ] }, "execution_count": 54, "metadata": {}, "output_type": "execute_result" } ], "source": [ "1/atot.mean()/2/pi" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "anaconda-cloud": {}, "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": "3.6.5" }, "toc": { "toc_cell": false, "toc_number_sections": true, "toc_threshold": 6, "toc_window_display": false } }, "nbformat": 4, "nbformat_minor": 2 }