Does the resample function do sinc interpolation before resampling?

조회 수: 7 (최근 30일)
MAWE
MAWE 2023년 7월 11일
댓글: Jon 2023년 7월 11일
I have original samples x of x(t) taken at t=kT_s where k is integer and T_s is the sampling period. From these samples, I want to find the samples of the x(t) at time instants t=kT_s+delta. My initial instinct is to reconstruc x(t) from the original samples using the sinc interpolation, and use the resample function at the new time instants. However, I'm not sure if I provided the resample function with the original samples and the new sampling times, it would do the interpolation under the hood.

답변 (1개)

Jon
Jon 2023년 7월 11일
편집: Jon 2023년 7월 11일
It sounds like you are not resampling at a new frequency (the main purpose of resample) but instead creating samples of a delayed version of your original sequence. Since delaying in the time domain is equivalent to phase shifting in the frequency domain, you can transform your signal to the frequency domain, phase shift it and then transform it back to the time domain.
I haven't tested this code, but it looks like the approach is illustrated by @Prabhan Purwar's contribution: https://www.mathworks.com/matlabcentral/answers/483938-time-shifting-an-audio-in-a-frequency-domain?s_tid=mwa_osa_a
  댓글 수: 1
Jon
Jon 2023년 7월 11일
If your sample rate is relatively high, so, very small changes between your sample points, you could also approximate obtaining the phase shifted samples simply by using interpolation in the time domain, for example:
% Example waveform
T = 0.001;
t = 0:T:1;
x = sin(t*2*pi)+cos(0.5*t*2*pi+pi/3);
% Delayed samples
delta = 0.0123;
tShift = t+delta;
xShift = interp1(t,x,tShift)
xShift = 1×1001
0.5434 0.5469 0.5503 0.5538 0.5573 0.5607 0.5641 0.5676 0.5710 0.5744 0.5778 0.5812 0.5846 0.5880 0.5913 0.5947 0.5980 0.6013 0.6047 0.6080 0.6113 0.6145 0.6178 0.6211 0.6243 0.6275 0.6308 0.6340 0.6372 0.6403
% Plot results
plot(t,x,'o-',tShift,xShift,'*')
% Zoom in
plot(t,x,'o-',tShift,xShift,'*')
xlim([0.335,0.345])

댓글을 달려면 로그인하십시오.

카테고리

Help CenterFile Exchange에서 Multirate Signal Processing에 대해 자세히 알아보기

제품


릴리스

R2019a

Community Treasure Hunt

Find the treasures in MATLAB Central and discover how the community can help you!

Start Hunting!

Translated by