• DocumentCode
    2794088
  • Title

    Time-frequency-phase tracking approach : Application to underwater signals in a passive context

  • Author

    Ioana, Cornel ; Mars, Jerome I. ; Serbanescu, Alexandru ; Stankovic, Srdjan

  • Author_Institution
    GIPSA-Lab., Polytech. Inst. of Grenoble, St. Martin d´´Heres, France
  • fYear
    2010
  • fDate
    14-19 March 2010
  • Firstpage
    5634
  • Lastpage
    5637
  • Abstract
    One of the most challenging applications of time-frequency representations deals with the analysis of the signal issued from natural environment. Recently, the interest for passive underwater context increased, basically due to the rich information carried out by the natural signals. Taken into account the non-linear multi-component time-frequency behavior of such signals, their analysis is a complex problem. In this paper we introduce a new time-frequency analysis concept that aims to extract the non-linear time-frequency components. The main feature of this technique is the joint use of time-amplitude, time-frequency and time-phase information. This is materialized by a short-time polynomial phase modeling and the fusion of local information according to the best locally matches of local cubic frequency modulations. Tests provided on real data illustrate the benefits of the proposed approach.
  • Keywords
    acoustic signal processing; nonlinear acoustics; polynomial approximation; time-frequency analysis; underwater sound; local information; nonlinear multicomponent time-frequency behavior; nonlinear time-frequency component extraction; passive underwater signals; short time polynomial phase modeling; time-amplitude information; time-frequency information; time-frequency-phase tracking approach; time-phase information; Data mining; Dispersion; Filters; Polynomials; Sea measurements; Signal analysis; Signal processing; Sonar; Time frequency analysis; Underwater tracking; Signal Representations; Time-frequency analysis; Time-varying filters;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics Speech and Signal Processing (ICASSP), 2010 IEEE International Conference on
  • Conference_Location
    Dallas, TX
  • ISSN
    1520-6149
  • Print_ISBN
    978-1-4244-4295-9
  • Electronic_ISBN
    1520-6149
  • Type

    conf

  • DOI
    10.1109/ICASSP.2010.5495259
  • Filename
    5495259