• DocumentCode
    3590727
  • Title

    A gradient type algorithm for blind system identification based on second order statistics

  • Author

    Ochi, Hiroshi ; Higa, Yoshito

  • Author_Institution
    Fac. of Eng., Ryukyus Univ., Okinawa, Japan
  • fYear
    1998
  • Firstpage
    584
  • Lastpage
    587
  • Abstract
    In this paper, we propose a new structure of blind system identification and its cost function. The proposed cost function is a quadratic form and has the unique solution. In addition, the proposed scheme can employ iterative algorithms which achieve less computational complexity and can be easily realized in real time processing. In order to verify the effectiveness of the proposed scheme, a computer simulation has been shown
  • Keywords
    computational complexity; gradient methods; higher order statistics; identification; iterative methods; blind system identification; computational complexity; cost function; gradient type algorithm; iterative algorithms; real time processing; second order statistics; Statistics; System identification; Variable speed drives;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Circuits and Systems, 1998. Proceedings. 1998 Midwest Symposium on
  • Print_ISBN
    0-8186-8914-5
  • Type

    conf

  • DOI
    10.1109/MWSCAS.1998.759560
  • Filename
    759560