The types of time series I know are entirely different from this. My only suggestion is the specteral analysis (primarily used in physics) primarily deals with waves in the context of time series. It is, even by the standards of time series, extremely complicated, but you might look there to see if it is of any value to you. Other than regression I have not seen correlation applied to time series and I have never seen it applied to waves.