• DocumentCode
    1866856
  • Title

    Bispectrum modelling using quadratic filters

  • Author

    Bondon, Pascal ; Benidir, Messaoud ; Picinbono, Bernard

  • Author_Institution
    Lab. des Signaux et Syst. ESE, Gif-sur-Yvette, France
  • fYear
    1991
  • fDate
    14-17 Apr 1991
  • Firstpage
    3113
  • Abstract
    The bispectrum modelling problem using linear or quadratic filters is investigated. In the linear case, the third-order cumulant function C3 of the output of a finite impulse response filter, driven by a white noise, is zero outside a finite domain. It is proven that this property is still valid if the filter is quadratic. The inverse problem is also considered. It is shown that, if the function C3 is zero outside a finite domain, then the impulse response is necessarily finite in the linear case and may or may not be finite in the quadratic case. It is proven that every factorizable bispectrum can also be modeled with a quadratic filter, and an example to establish that the converse is false is given
  • Keywords
    filtering and prediction theory; signal processing; white noise; FIR filter; bispectrum modelling; factorizable bispectrum; finite domain; finite impulse response filter; inverse problem; linear filters; quadratic filters; signal processing; third-order cumulant function; white noise; Bonding; Discrete Fourier transforms; Finite impulse response filter; Gaussian processes; Inverse problems; Maximum likelihood detection; Nonlinear filters; Random processes; White noise;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics, Speech, and Signal Processing, 1991. ICASSP-91., 1991 International Conference on
  • Conference_Location
    Toronto, Ont.
  • ISSN
    1520-6149
  • Print_ISBN
    0-7803-0003-3
  • Type

    conf

  • DOI
    10.1109/ICASSP.1991.150114
  • Filename
    150114