• DocumentCode
    3511491
  • Title

    Parametric signal analysis using the polynomial phase transform

  • Author

    Friedlander, Benjamin

  • Author_Institution
    Dept. of Electr. & Comput. Eng., California Univ., Davis, CA, USA
  • fYear
    1993
  • fDate
    1993
  • Firstpage
    151
  • Lastpage
    159
  • Abstract
    Presents a tutorial discussion of the polynomial phase transform (PPT) and its application to estimating the parameters of complex signals with continuous phase and slowly varying amplitudes. The PPT-based algorithm provides suboptimal but computationally efficient estimates of the signal parameters. The performance of the algorithm on single-component signals is discussed in some detail. Preliminary results on estimating multicomponent signals are presently briefly. The PPT appears to be a practical approach to parametric modeling of a class of nonstationary signals.
  • Keywords
    parameter estimation; polynomials; signal processing; transforms; complex signals; continuous phase; multicomponent signals; nonstationary signals; parameter estimation; parametric modeling; parametric signal analysis; performance; polynomial phase transform; signal parameters; single-component signals; slowly varying amplitudes; Biological system modeling; Frequency estimation; Frequency modulation; Parameter estimation; Parametric statistics; Polynomials; Radar; Signal analysis; Signal resolution; Time frequency analysis;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Higher-Order Statistics, 1993., IEEE Signal Processing Workshop on
  • Conference_Location
    South Lake Tahoe, CA, USA
  • Print_ISBN
    0-7803-1238-4
  • Type

    conf

  • DOI
    10.1109/HOST.1993.264577
  • Filename
    264577