• DocumentCode
    3337220
  • Title

    Blind identification of bilinear systems

  • Author

    Kalouptsidis, N. ; Koukoulas, P. ; Mathews, V.J.

  • Author_Institution
    Dept. of Inf., Athens Univ., Greece
  • Volume
    6
  • fYear
    2001
  • fDate
    2001
  • Firstpage
    3501
  • Abstract
    This paper is concerned with the blind identification of bilinear systems excited by higher-order white noise. Unlike prior work that restricted the bilinear system model to simple forms and required the excitation to be Gaussian distributed, the results of this paper are applicable to a more general class of bilinear systems and for the case when the excitation is non-Gaussian. We describe an estimation procedure for the computation of the system parameters using output cumulants of order less than four
  • Keywords
    bilinear systems; higher order statistics; parameter estimation; signal processing; white noise; bilinear systems; blind identification; estimation procedure; higher-order white noise; non-Gaussian excitation; output cumulants; system parameters; Cities and towns; Digital signal processing; Informatics; Linear systems; Noise measurement; Nonlinear systems; Parameter estimation; Signal processing; Statistics; White noise;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics, Speech, and Signal Processing, 2001. Proceedings. (ICASSP '01). 2001 IEEE International Conference on
  • Conference_Location
    Salt Lake City, UT
  • ISSN
    1520-6149
  • Print_ISBN
    0-7803-7041-4
  • Type

    conf

  • DOI
    10.1109/ICASSP.2001.940596
  • Filename
    940596