Troubleshooting Power Spectra Analysis for Time Series Data

Join the discussion
Ask a follow-up here, or get your own question answered by working scientists, mathematicians and engineers — people, not an autocomplete.
Real named experts · corrections over time · the nuance an AI answer skips
1 reply · 2K views
Cincinnatus
Messages
389
Reaction score
0
This is more of a data analysis question than a mathematics question so feel free to move it to wherever you think it is most likely to be answered.

I have some time series data that looks (just by eye) like it should have several peaks in its power spectrum.

However, when I compute the power spectrum, the function I get is nearly identically zero. It has a very large power value for the first frequency point and then 0 everywhere else.

Has anyone else encountered this problem? Any ideas what could be happening? I'm pretty sure that the method I am using to calculate the power spectrum is (nearly) good since I can get good results on sine waves and the like. It just doesn't seem to work on any actual data.
 
Physics news on Phys.org
oh, nevermind I figured it out!