• DocumentCode
    1639571
  • Title

    Time-frequency analysis of the non-stationary multi-frequency signals by using parametrical short-time bispectral density estimation

  • Author

    Molchanov, Pavel ; Totsky, Alexander

  • Author_Institution
    Nat. Aerosp. Univ., Kharkov, Ukraine
  • fYear
    2008
  • Firstpage
    276
  • Lastpage
    279
  • Abstract
    A new approach to time -frequency analysis of multi-component frequency modulated signals is represented. The suggested approach is based on the extraction of phase -coupled instantaneous frequency pairs containing in the broad-band Doppler signal spectrum. For this purpose, the computation of the sequence of short-time parametric bispectral density estimates of transient signal segments separated by a sliding window is used. The parametric autoregressive (AR) modeling has been employed to obtain high frequency resolution. Time-frequency distributions of the phase-coupled instantaneous frequencies are represented for non -stationary multi-component signal models as well as for experimental Doppler radar records obtained for signals backscattered by a moving human. The latter radar signatures demonstrate evolutionary behaviour of phase-coupled instantaneous frequency pairs in the time -frequency domain. The given results can be useful as new information features for automatic target radar recognition.
  • Keywords
    Doppler radar; FM radar; time-frequency analysis; AR modeling; automatic target radar recognition; bispectral density estimation; multicomponent frequency modulated signals; nonstationary multifrequency signals; parametric autoregressive modeling; phase coupled instantaneous frequencies; signals backscattered; time frequency analysis; instantaneous frequency; parametric bispectrum estimate; time-frequency distribution;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Modern Problems of Radio Engineering, Telecommunications and Computer Science, 2008 Proceedings of International Conference on
  • Conference_Location
    Lviv-Slavsko
  • Print_ISBN
    978-966-553-678-9
  • Type

    conf

  • Filename
    5423517