MATLAB CODE:
clc
close all
clear all
X=input('Enter the sequence :');
L=input('Enter the length:');
lx=length(X);
x1=[X,zeros(1,L-lx)];
w=(-1j*2*pi/L);
subplot(5,1,1);
stem(X);
legend('Input Sequences');
for n=0:L-1;
for k=0:L-1;
w1(n+1,k+1)=w^(n*k);
end
end
DFTX=x1*w1;
subplot(5,1,2);
stem(abs(DFTX));
legend('amplitude plot of DFT');
subplot(5,1,3);
stem(angle(DFTX));
legend('phase plot of DFT');
W2=(j*2*pi/L);
for n=0:L-1;
for k=0:L-1;
w3(n+1,k+1)=w^(n*k);
end
end
IDFTX=(DFTX*w3)/L;
subplot(5,1,4);
stem(abs(IDFTX));
legend('Amplitude plot for IDFT');
subplot(5,1,5);
stem(angle(IDFTX));
legend('Phase plot for IDFT');
Input:
enter the sequence: [1 2 3 4]
enter the length: 4
Figure:-![](data:image/png;base64,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)
clc
close all
clear all
X=input('Enter the sequence :');
L=input('Enter the length:');
lx=length(X);
x1=[X,zeros(1,L-lx)];
w=(-1j*2*pi/L);
subplot(5,1,1);
stem(X);
legend('Input Sequences');
for n=0:L-1;
for k=0:L-1;
w1(n+1,k+1)=w^(n*k);
end
end
DFTX=x1*w1;
subplot(5,1,2);
stem(abs(DFTX));
legend('amplitude plot of DFT');
subplot(5,1,3);
stem(angle(DFTX));
legend('phase plot of DFT');
W2=(j*2*pi/L);
for n=0:L-1;
for k=0:L-1;
w3(n+1,k+1)=w^(n*k);
end
end
IDFTX=(DFTX*w3)/L;
subplot(5,1,4);
stem(abs(IDFTX));
legend('Amplitude plot for IDFT');
subplot(5,1,5);
stem(angle(IDFTX));
legend('Phase plot for IDFT');
Input:
enter the sequence: [1 2 3 4]
enter the length: 4
Figure:-
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