DocumentCode :
334722
Title :
Signal extraction via multitaper spectra of nonstationary data
Author :
Thomson, David J. ; Vernon, Frank L., III
Author_Institution :
Bell Labs., Murray Hill, NJ, USA
Volume :
1
fYear :
1998
fDate :
1-4 Nov. 1998
Firstpage :
271
Abstract :
Some methods for estimating time-frequency distributions and extracting common parts of nonstationary signals using multitaper, or multiple-window, methods are described. These include estimates of the generalized dual frequency spectrum, and a high-resolution spectrogram. The spectrograms have a much higher time resolution than standard spectrograms, and the corresponding time-frequency distributions have a much lower bias than conventional time-frequency distributions. The filter depends explicitly on the signal coherence between different frequencies and rejects stationary noise. These methods are illustrated with a set of bivariate seismic data.
Keywords :
frequency estimation; geophysical signal processing; noise; seismology; signal reconstruction; signal resolution; spectral analysis; statistical analysis; time-frequency analysis; bias; bivariate seismic data; estimation methods; generalized dual frequency spectrum; high-resolution spectrogram; multiple-window methods; multitaper spectra; nonstationary data; signal extraction; signal reconstruction; stationary noise rejection; stationary signals; time resolution; time-frequency distributions; Coherence; Data mining; Filters; Fourier transforms; Frequency estimation; Geophysics; Physics; Signal resolution; Spectrogram; Time frequency analysis;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Signals, Systems & Computers, 1998. Conference Record of the Thirty-Second Asilomar Conference on
Conference_Location :
Pacific Grove, CA, USA
ISSN :
1058-6393
Print_ISBN :
0-7803-5148-7
Type :
conf
DOI :
10.1109/ACSSC.1998.750869
Filename :
750869
Link To Document :
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