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Showing posts with label LINEARITY. Show all posts
Showing posts with label LINEARITY. Show all posts

Monday, December 13, 2010

MATLAB PROGRAM TO DISPLAY THE PROPERTIES OF DISCRETE FOURIER TRANSFORM (DFT) - LINEARITY PROPERTY

%DFT linearity property
close all;
clear all;
N=input('Howmany point DFT  do you want?');
x1=input('Enter the first sequence=');
x2=input('Enter the second sequence=');
a=input('Enter the first constant a=');
b=input('Enter the second constant b=');
n1=length(x1);
n2=length(x2);
c=zeros(N);
x1=[x1 zeros(1,N-n1)];%make both x1 and x2 
x2=[x2 zeros(1,N-n2)];%of same dimension
x3=a*x1
x4=b*x2
x5=x3+x4 %a*x1+b*x2
for k=1:N
     for n=1:N
         w=exp((-2*pi*i*(k-1)*(n-1))/N);
         %prev.step=>evaluating w-matrix
         x(n)=w;
     end
     c(k,:)=x;  %Every row of w-matrix is inserted &
end             %finally c becomes the w matrix
                %for n-point DFT

 r1=c*x1';   %x1(k)   
 r2=c*x2';   %x2(k)
 R3=a*r1+b*r2  %a*x1(k)+b*x2(k)
 R4=c*x5'      %DFT of a*x1(n)+b*x2(n)
 %plotting magnitude and angle
subplot(211)
stem(abs(R4));
title('DFT of {a*x1(n)+b*x2(n)}');
subplot(212)
stem(angle(R3));
title('DFT of {a*x1(k)+b*x2(k)}');

 
OUTPUT WAVEFORM