• DocumentCode
    2466356
  • Title

    On estimation of instantaneous bandwidth

  • Author

    Ristic, Branko ; Boashash, Boualem

  • Author_Institution
    Signal Process. Res. Centre, Queensland Univ., Brisbane, Qld., Australia
  • fYear
    1996
  • fDate
    18-21 Jun 1996
  • Firstpage
    197
  • Lastpage
    200
  • Abstract
    In many applications, the instantaneous frequency of the observed signal describes some physical phenomenon of interest. The instantaneous frequency can be interpreted as the mean frequency at a particular instant of time. Then it is natural to supplement any measure of the instantaneous frequency by the estimate of its instantaneous spread or bandwidth. Assuming a polynomial model of log-envelope of an AM-FM signal, the paper first considers the maximum likelihood (ML) estimation and Cramer-Rao bounds for instantaneous bandwidth (IB). Then two simpler algorithms for IB estimation are proposed: the log-envelope difference algorithm and the LS method
  • Keywords
    Gaussian noise; amplitude modulation; frequency estimation; frequency modulation; least squares approximations; maximum likelihood estimation; polynomials; signal processing; white noise; AM-FM signal; Cramer-Rao bounds; LS method; additive white Gaussian noise; instantaneous bandwidth estimation; instantaneous frequency; instantaneous spread; log-envelope; log-envelope difference algorithm; maximum likelihood estimation; mean frequency; observed signal; polynomial model; Bandwidth; Chromium; Damping; Frequency estimation; Maximum likelihood estimation; Narrowband; Polynomials; State estimation; Time frequency analysis; Wideband;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Time-Frequency and Time-Scale Analysis, 1996., Proceedings of the IEEE-SP International Symposium on
  • Conference_Location
    Paris
  • Print_ISBN
    0-7803-3512-0
  • Type

    conf

  • DOI
    10.1109/TFSA.1996.547215
  • Filename
    547215