Asked by ong
on 28 Mar 2013

Currently i am trying use matlab to do the FT properties -time shift and time scaling, can someone help me in the implementation? i would like to prove that Timeshift: F[x(t-τ) ]= e^(-jwτ) F[x(t)]

Time scaling: F[x(at)]=1/(|a|) X(w/a)

Thanks.

Answer by Wayne King
on 28 Mar 2013

Edited by Wayne King
on 28 Mar 2013

Accepted Answer

t=0:0.001:0.1-0.001; Fs = 1e3; freq1 = 100; x1=cos(2*pi*freq1*t); Delay=2; yp = fft(x1); yp = yp(1:length(x1)/2+1); f = 0:Fs/length(x1):500; yp = yp.*exp(-1i*2*pi*f*Delay*(1/Fs)); yp = [yp conj(fliplr(yp(2:end-1)))]; y = ifft(yp,'symmetric'); plot(t(1:100),x1(1:100),'b'); hold on; plot(t(1:100),y(1:100),'r');

ong
on 29 Mar 2013

Hi Wayne, thanks for your help. I am able to observe the shift but i couldn't get the same plot result when comparing:

D=2; Fs=1000; freq1=100; t=0:0.001:1-0.001; x=cos(2*pi*freq1*(t-D)); y1 = fft(x);

and

x1=cos(2*pi*freq1*t); Delay=2; yp = fft(x1); yp = yp(1:length(x1)/2+1); f = 0:Fs/length(x1):500; yp = yp.*exp(-1i*2*pi*f*Delay*(1/Fs));

any reason why? Thanks.

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Answer by Wayne King
on 28 Mar 2013

Edited by Wayne King
on 28 Mar 2013

n = 0:159; x = cos(pi/4*n); y = cos(pi/4*(n-2)); xdft = fft(x); ydft = fft(y); xdft(21) ydft(21)

Note that 80+i0 has become 0-80i due to the predicted phase shift of e^{-i\pi/2}

Obviously, the only way to properly "prove" that theorem is mathematically.

The scaling one you have to be careful with in discrete-time because scaling doesn't work the same with a discrete variable as it does with continuous time.

Answer by Wayne King
on 29 Mar 2013

Edited by Wayne King
on 29 Mar 2013

They agree if you get the delay right. You're not delaying the signal by 2. You're trying to delay the signal by two samples, but that has to take into account the sampling interval, so you're actually delaying the signal by 0.002 seconds.

t = 0:0.001:1-0.001; freq1 = 100; Fs = 1000; x1=cos(2*pi*freq1*t); Delay=2; yp = fft(x1); yp = yp(1:length(x1)/2+1); f = 0:Fs/length(x1):500; yp = yp.*exp(-1i*2*pi*f*Delay*(1/Fs)); yp = [yp conj(fliplr(yp(2:end-1)))]; yrec = ifft(yp,'symmetric');

Compare with

D=2; Fs=1000; freq1=100; t=0:0.001:1-0.001; x=cos(2*pi*freq1*(t-(D*(1/Fs)))); y1 = fft(x); y1T = ifft(y1,'symmetric');

max(abs(y1T-yrec))

You can see the above are identical. Thank you for accepting my answer if I have helped you.

Answer by ong
on 3 Apr 2013

To update on this question, Wayne King provided the explanation and the steps provided are accurate. However there is one problem, instead of ifft the abs function, it was to display in the phase domain, here, the phase for the time shift properties and the function:cos(2*pi*freq1*(t-(D*(1/Fs) doesnt match.

There are error to the phase shift, anyone can help please?

Thanks.

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