Title :
Adapting multitaper spectrograms to local frequency modulation
Author :
Pitton, James W.
Author_Institution :
Appl. Phys. Lab., Washington Univ., Seattle, WA, USA
Abstract :
This paper presents further extensions to the multitaper time-frequency spectrum estimation method developed by the author. The method uses time-frequency (TF) concentrated basis functions which diagonalize the nonstationary spectrum generating operator over a finite region of the TF plane. Individual spectrograms computed with these eigenfunctions form direct TF spectrum estimates, and are combined to form the multitaper TF spectrum estimate. A method is presented for adapting the multitaper spectrogram to locally match frequency modulation in the signal, which can cause broadening of the spectral estimate. An F-test for detecting and removing frequency-modulated tones is also given
Keywords :
eigenvalues and eigenfunctions; frequency modulation; signal processing; spectral analysis; time-frequency analysis; eigenfunctions; frequency-modulated tone detection; frequency-modulated tone removal; local frequency modulation; locally matched frequency modulation; multitaper spectrograms; multitaper time-frequency spectrum estimation method; nonstationary spectrum generating operator; spectral estimate broadening; time-frequency concentrated basis functions; time-frequency spectrum estimates; Eigenvalues and eigenfunctions; Filters; Fourier transforms; Frequency estimation; Frequency modulation; Physics; Spectral analysis; Spectrogram; Testing; Time frequency analysis;
Conference_Titel :
Statistical Signal and Array Processing, 2000. Proceedings of the Tenth IEEE Workshop on
Conference_Location :
Pocono Manor, PA
Print_ISBN :
0-7803-5988-7
DOI :
10.1109/SSAP.2000.870092