• DocumentCode
    417394
  • Title

    Polyspectra of analytic signals

  • Author

    Schreier, Peter J. ; Scharf, Louis L.

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Colorado Univ., Boulder, CO, USA
  • Volume
    2
  • fYear
    2004
  • fDate
    17-21 May 2004
  • Abstract
    For complex signals, n-th order moment functions can be defined in 2n different ways, depending on the placement of complex conjugates. We demonstrate that, for stationary analytic signals, only a few of these different moments are actually required for a complete n-th order description. Which, and how many of them, depends on the signal´s spectrum. We investigate properties of n-th order moments and spectra with different conjugation patterns and show how they provide different information about the signal.
  • Keywords
    signal processing; spectral analysis; complex conjugates; complex signals; higher-order spectrum analysis; moment functions; stationary analytic signal polyspectra; Fourier transforms; Gaussian processes; Random processes; Sampling methods; Signal analysis; Signal processing; Statistics;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics, Speech, and Signal Processing, 2004. Proceedings. (ICASSP '04). IEEE International Conference on
  • ISSN
    1520-6149
  • Print_ISBN
    0-7803-8484-9
  • Type

    conf

  • DOI
    10.1109/ICASSP.2004.1326297
  • Filename
    1326297