An idea is presented where multitapers are extracted from a known cross-spectrum and applied for estimation of the co- herence function. An important property of the extracted win- dows are the time-delay between left and right tapers. There- fore, time-delayed Thomson multitapers are also proposed as an approximation. Simulations are performed using differ- ent linear filters as well as disturbing white noise and com- parisons are made with the results of the usual Thomson and Welch methods. An example of estimation of EEG coherence is also shown.
|Conference||2011 International Conference on Acoustics, Speech and Signal Processing (ICASSP)|
|Period||2011/05/22 → 2011/05/27|
- Probability Theory and Statistics
- multiple window
- coherence function
- cross- spectrum