• 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