According to this source of information if the signal is consisted of integer amount of periods then FFT would work ideally as if the signal was infinite in time. The same source mentions that windowing is not completely eliminating the spectrum leakage but just attenuating it. Therefore, my question is why perform windowing instead of truncating the signal to integer amount of periods, shouldn't the truncation to integer amount of periods give better results?

  • 6
    $\begingroup$ So, can you truncate any signal so that all periods of all frequencies are integers? $\endgroup$ – jojek Sep 5 '17 at 7:59
  • $\begingroup$ In addition to @jokek's comment: or always know beforehand which harmonics are present in your signal? $\endgroup$ – user883521 Sep 6 '17 at 15:00
  • $\begingroup$ It makes sense. How about when we are certain that we are examining single frequency signal? $\endgroup$ – Phill Donn Sep 7 '17 at 10:25
  • $\begingroup$ If you "know" that your signal contains a single harmonic, you know it's frequency and are able to capture an integer number of periods then using a window is not needed. $\endgroup$ – user883521 Sep 7 '17 at 14:10
  • $\begingroup$ I meant "knowing" that the signal contains a single harmonic, without knowing the frequency. If you find 2 points with the same amplitude and same(similar) derivative, then the time distance between them should be the period.... $\endgroup$ – Phill Donn Sep 8 '17 at 11:19

When an integer number of periods is known, truncation when followed by FFT (assuming periodicity) is equivalent to windowing it with a uniform window. Using another window may induce some leakage.

But, if your signal was sampled this way, this either means that you were very lucky, or that you already have a lot of knowledge about your signal. And thus that you have dmaller need for Fourier analysis.

The point of using specific windows is indeed to help analysis when periods are unknown.


Your Answer

By clicking “Post Your Answer”, you agree to our terms of service, privacy policy and cookie policy

Not the answer you're looking for? Browse other questions tagged or ask your own question.