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authorTrupti Kini2016-02-04 23:30:12 +0600
committerTrupti Kini2016-02-04 23:30:12 +0600
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treefb1828a8e2cbd53b9590a7191ee4f5b24afd7fd5 /sample_notebooks/Vishwajith VRao/Chapter1.ipynb
parentb6571526f4ec5600270a3be6417629a803173b70 (diff)
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A "sample_notebooks/Vishwajith VRao/Chapter1.ipynb"
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+{
+ "cells": [
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "#CHAPTER 1: INTRODUCTION"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "## Example 1.1, Page Number: 18"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 7,
+ "metadata": {
+ "collapsed": false
+ },
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Populating the interactive namespace from numpy and matplotlib\n"
+ ]
+ },
+ {
+ "data": {
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+ "+VHgAAAAAElFTkSuQmCC\n"
+ ],
+ "text/plain": [
+ "<matplotlib.figure.Figure at 0x7e0acd0>"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ },
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "As x(-t)=-x(t), x(t) is an odd signal\n"
+ ]
+ }
+ ],
+ "source": [
+ "import matplotlib.pyplot as plt\n",
+ "import numpy\n",
+ "import math\n",
+ "%pylab inline\n",
+ "\n",
+ "#Given\n",
+ "t=numpy.arange(-1.0,1.0,0.01) #Time Base\n",
+ "x=sin(math.pi*t) #x(t), T is assumed to be 1 \n",
+ "y1=sin(-math.pi*t) #y1=x(-t)\n",
+ "y2=-sin(math.pi*t) #y2=-x(t)\n",
+ "\n",
+ "# Plots\n",
+ "\n",
+ "#To plot x(t)\n",
+ "plt.plot(t,x)\n",
+ "plt.title('x(t)')\n",
+ "plt.xlabel('t')\n",
+ "plt.ylabel('x(t)')\n",
+ "plt.grid(True)\n",
+ "plt.show()\n",
+ "\n",
+ "#To plot x(-t)\n",
+ "plt.plot(t,y1)\n",
+ "plt.title('x(-t)')\n",
+ "plt.xlabel('t')\n",
+ "plt.ylabel('x(-t)')\n",
+ "plt.grid(True)\n",
+ "plt.show()\n",
+ "\n",
+ "#To plot -x(t)\n",
+ "plt.plot(t,y2)\n",
+ "plt.title('-x(t)')\n",
+ "plt.xlabel('t')\n",
+ "plt.ylabel('-x(t)')\n",
+ "plt.grid(True)\n",
+ "plt.show()\n",
+ "\n",
+ "#Result\n",
+ "print \"As x(-t)=-x(t), x(t) is an odd signal\"\n"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "## Example 1.2, Page Number: 19"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 55,
+ "metadata": {
+ "collapsed": false
+ },
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Populating the interactive namespace from numpy and matplotlib\n"
+ ]
+ },
+ {
+ "data": {
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+ ],
+ "text/plain": [
+ "<matplotlib.figure.Figure at 0x5402130>"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "import matplotlib.pyplot as plt\n",
+ "import numpy\n",
+ "import math\n",
+ "%pylab inline\n",
+ "\n",
+ "#Given\n",
+ "t=numpy.arange(-4.0,4.0,0.01) #Time Base\n",
+ "x=(math.e**(-2*t))*cos(t) #Given Signal\n",
+ "\n",
+ "#Calculation\n",
+ "x_e=0.5*(cos(t)*math.e**(-2*t)+cos(-t)*math.e**(2*t)) #Even Component\n",
+ "x_o=0.5*(cos(t)*math.e**(-2*t)-cos(-t)*math.e**(2*t)) #Odd Component\n",
+ "\n",
+ "#Results\n",
+ "\n",
+ "#To plot x(t)\n",
+ "plt.plot(t,x)\n",
+ "plt.title('x(t)')\n",
+ "plt.xlabel('t')\n",
+ "plt.ylabel('x(t)')\n",
+ "plt.grid(True)\n",
+ "plt.show()\n",
+ "\n",
+ "#To plot x_e(t)\n",
+ "plt.plot(t,x_e)\n",
+ "plt.title('Even Component of x(t)')\n",
+ "plt.xlabel('t')\n",
+ "plt.ylabel('x_e(t)')\n",
+ "plt.grid(True)\n",
+ "plt.show()\n",
+ "\n",
+ "#To plot x_o(t)\n",
+ "plt.plot(t,x_o)\n",
+ "plt.title('Odd Component of x(t)')\n",
+ "plt.xlabel('t')\n",
+ "plt.ylabel('x_o(t)')\n",
+ "plt.grid(True)\n",
+ "plt.show()\n",
+ "\n"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "##Example 1.3, Page Number: 29"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 128,
+ "metadata": {
+ "collapsed": false
+ },
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Populating the interactive namespace from numpy and matplotlib\n"
+ ]
+ },
+ {
+ "data": {
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+ "xg6+gpMsAAAAAElFTkSuQmCC\n"
+ ],
+ "text/plain": [
+ "<matplotlib.figure.Figure at 0x8c6b990>"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "import matplotlib.pyplot as plt\n",
+ "import numpy\n",
+ "%pylab inline\n",
+ "\n",
+ "#Given\n",
+ "\n",
+ "#To define x(t), assuming T1=1 and T2=2\n",
+ "t1=numpy.arange(-1.0,0.0,.01)\n",
+ "t2=numpy.arange(0.0,2.0,0.01)\n",
+ "\n",
+ "x=zeros(300) #x(t)\n",
+ "for i in range(0,100):\n",
+ " x[i]=1+t1[i]\n",
+ " \n",
+ "for i in range(0,200):\n",
+ " x[i+100]=1-0.5*t2[i]\n",
+ " \n",
+ "#Plots\n",
+ "#To plot x(t)\n",
+ "t=numpy.arange(-1.0,2.0,0.01) \n",
+ "plt.plot(t,x)\n",
+ "plt.xlabel('t')\n",
+ "plt.ylabel('x(t)')\n",
+ "plt.title('x(t)')\n",
+ "plt.ylim(0,2)\n",
+ "plt.xlim(-3,3)\n",
+ "plt.grid(True)\n",
+ "plt.show()\n",
+ "\n",
+ "\n",
+ "#Calculation\n",
+ "#To flip the signal\n",
+ "x1=zeros(size(x))\n",
+ "\n",
+ "for i in range (0,300):\n",
+ " x1[i]=x[299-i]\n",
+ "\n",
+ "#To plot flipped signal\n",
+ "\n",
+ "t3=numpy.arange(-2.0,1.0,0.01) \n",
+ "plt.plot(t3,x1)\n",
+ "plt.xlabel('t')\n",
+ "plt.ylabel('x(-t)')\n",
+ "plt.title('Reflection of x(t)')\n",
+ "plt.ylim(0,2)\n",
+ "plt.xlim(-3,3)\n",
+ "plt.grid(True)\n",
+ "plt.show() \n"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "## Example 1.4, Page Number: 29"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 69,
+ "metadata": {
+ "collapsed": false
+ },
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Populating the interactive namespace from numpy and matplotlib\n"
+ ]
+ },
+ {
+ "data": {
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+ ],
+ "text/plain": [
+ "<matplotlib.figure.Figure at 0x77c2cd0>"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "import matplotlib.pyplot as plt\n",
+ "import numpy\n",
+ "%pylab inline\n",
+ "\n",
+ "#Given\n",
+ "#x(t)\n",
+ "t=numpy.arange(-2.5,2.5,0.01)\n",
+ "x=zeros(500)\n",
+ "for i in range(200,300):\n",
+ " x[i]=1\n",
+ "\n",
+ "#y(t)=x(t-2)\n",
+ "y=zeros(500)\n",
+ "for i in range(400,500):\n",
+ " y[i]=1\n",
+ "\n",
+ "#Plots\n",
+ "plt.plot(t,x)\n",
+ "plt.xlabel('t')\n",
+ "plt.ylabel('x(t)')\n",
+ "plt.title('x(t)')\n",
+ "plt.ylim(0,2)\n",
+ "plt.xlim(-2.5,2.5)\n",
+ "plt.grid(True)\n",
+ "plt.show()\n",
+ "\n",
+ "plt.plot(t,y)\n",
+ "plt.xlabel('t')\n",
+ "plt.ylabel('y(t)')\n",
+ "plt.title('y(t)=x(t-2)')\n",
+ "plt.ylim(0,2)\n",
+ "plt.xlim(-2.5,2.5)\n",
+ "plt.grid(True)\n",
+ "plt.show()\n",
+ "\n",
+ "\n"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "## Example 1.5, Page Number: 31"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 85,
+ "metadata": {
+ "collapsed": false
+ },
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Populating the interactive namespace from numpy and matplotlib\n"
+ ]
+ },
+ {
+ "data": {
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+ "text/plain": [
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+ ]
+ },
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+ "output_type": "display_data"
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+ "gg==\n"
+ ],
+ "text/plain": [
+ "<matplotlib.figure.Figure at 0x860f290>"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "import matplotlib.pyplot as plt\n",
+ "import numpy\n",
+ "%pylab inline\n",
+ "\n",
+ "#Given\n",
+ "#x(t)\n",
+ "x=zeros(800)\n",
+ "for i in range(300,500):\n",
+ " x[i]=1\n",
+ " \n",
+ "#v(t)=x(t+3) \n",
+ "v=zeros(800)\n",
+ "for i in range(0,200):\n",
+ " v[i]=1\n",
+ "\n",
+ "#y(t)\n",
+ "y=zeros(800)\n",
+ "for i in range(200,300):\n",
+ " y[i]=1\n",
+ " \n",
+ "\n",
+ "#To plot x(t) \n",
+ "t1=numpy.arange(-4.0,4.0,0.01)\n",
+ "plt.plot(t1,x)\n",
+ "plt.xlabel('t')\n",
+ "plt.ylabel('x(t)')\n",
+ "plt.title('x(t)')\n",
+ "plt.ylim(0,2)\n",
+ "plt.xlim(-4,4)\n",
+ "plt.grid(True)\n",
+ "plt.show()\n",
+ "\n",
+ "#To plot x(t+3)\n",
+ "plt.plot(t1,v,'b')\n",
+ "plt.xlabel('t')\n",
+ "plt.ylabel('v(t)')\n",
+ "plt.title('x(t+3)')\n",
+ "plt.ylim(0,2)\n",
+ "plt.xlim(-4,4)\n",
+ "plt.grid(True)\n",
+ "plt.show()\n",
+ "\n",
+ "#To plot y(t)\n",
+ "plt.plot(t1,y,'b')\n",
+ "plt.xlabel('t')\n",
+ "plt.ylabel('y(t)')\n",
+ "plt.title('y(t)=x(2t+3)')\n",
+ "plt.ylim(0,2)\n",
+ "plt.xlim(-4,4)\n",
+ "plt.grid(True)\n",
+ "plt.show()\n",
+ "\n"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "## Example 1.6, Page Number: 33"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 96,
+ "metadata": {
+ "collapsed": false
+ },
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Populating the interactive namespace from numpy and matplotlib\n"
+ ]
+ },
+ {
+ "data": {
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+ ],
+ "text/plain": [
+ "<matplotlib.figure.Figure at 0x8572b30>"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "import matplotlib.pyplot as plt\n",
+ "import numpy\n",
+ "%pylab inline\n",
+ "\n",
+ "#Given \n",
+ "x=[0,0,0,-1,-1,0,1,1,0,0,0]\n",
+ "\n",
+ "#Calculation \n",
+ "x1=zeros(11)\n",
+ "for i in range(0,6):\n",
+ " x1[2*i]=x[2*i]\n",
+ "\n",
+ "#Plots\n",
+ "\n",
+ "n1=numpy.arange(-5,6,1)\n",
+ "plt.stem(n1,x)\n",
+ "plt.xlabel('n')\n",
+ "plt.ylabel('x[n]')\n",
+ "plt.title('x[n]')\n",
+ "plt.grid(True)\n",
+ "plt.show()\n",
+ "\n",
+ "n2=numpy.arange(-2,9,1)\n",
+ "plt.stem(n2,x)\n",
+ "plt.xlabel('n')\n",
+ "plt.ylabel('v[n]')\n",
+ "plt.title('v[n]=x[n+3]')\n",
+ "plt.xlim(-2,6)\n",
+ "plt.grid(True)\n",
+ "plt.show()\n",
+ "\n",
+ "n3=numpy.arange(-6.0,5.0,1)\n",
+ "plt.stem(n3,x1)\n",
+ "plt.xlabel('n')\n",
+ "plt.ylabel('y[n]')\n",
+ "plt.title('y[n]=x[2n+3]')\n",
+ "plt.grid(True)\n",
+ "plt.show()"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "## Example 1.7, Page Number: 38"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 127,
+ "metadata": {
+ "collapsed": false
+ },
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "The common fundamental period is 2.0\n",
+ "Therefore, output signal is:\n",
+ "y[n]= 2.0 cos(5*pi*n -0.52 )\n"
+ ]
+ }
+ ],
+ "source": [
+ "import numpy\n",
+ "import math\n",
+ "\n",
+ "#Given\n",
+ "A1=-1 #Amplitude of x1 (in terms of cos)\n",
+ "A2=math.sqrt(3) #Amplitude of x2\n",
+ "\n",
+ "#Calculation\n",
+ "\n",
+ "#To find angular frequency\n",
+ "m=1 #Initialise m to 1\n",
+ "while((m*2.0/5!=int(m*2.0/5))): #To find smallest integer value \n",
+ " m=m+1\n",
+ "\n",
+ "\n",
+ "N=2*m*math.pi/(5*math.pi)\n",
+ "\n",
+ "#To find amplitude and phase angle\n",
+ "phi=math.atan(A1/A2) #Phase angle in radians\n",
+ "A=-1/math.sin(phi) #Amplitude\n",
+ "\n",
+ "#Results\n",
+ "\n",
+ "print \"The common fundamental period is\",N\n",
+ "print \"Therefore, output signal is:\"\n",
+ "print \"y[n]=\",A,\"cos(5*pi*n\",round(phi,2),\")\"\n",
+ "\n",
+ "\n"
+ ]
+ }
+ ],
+ "metadata": {
+ "kernelspec": {
+ "display_name": "Python 2",
+ "language": "python",
+ "name": "python2"
+ },
+ "language_info": {
+ "codemirror_mode": {
+ "name": "ipython",
+ "version": 2
+ },
+ "file_extension": ".py",
+ "mimetype": "text/x-python",
+ "name": "python",
+ "nbconvert_exporter": "python",
+ "pygments_lexer": "ipython2",
+ "version": "2.7.9"
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 0
+}