• DocumentCode
    417075
  • Title

    Identification of bilinear systems by wavelet connection coefficients

  • Author

    Furuya, T. ; Tayaoka, A. ; Soeda, M.

  • Author_Institution
    Kitakyushu Coll. of Technol., Japan
  • Volume
    2
  • fYear
    2003
  • fDate
    4-6 Aug. 2003
  • Firstpage
    2158
  • Abstract
    Identification of bilinear systems is necessary since there exist many nonlinear dynamics, which have products of state variables multiplied by input signals. A method is proposed with some numerical examples for estimation of parameters in bilinear systems. It is shown that wavelet connection coefficients, used in accurate numerical simulation, can extract enough information concerning derivatives and their products by integration of wavelet transformed signals. It is demonstrated that connection coefficients are suitable for identification of bilinear systems represented by differential equations.
  • Keywords
    bilinear systems; differential equations; numerical analysis; parameter estimation; wavelet transforms; bilinear system identification; differential equations; nonlinear dynamics; numerical simulation; parameter estimation; wavelet connection coefficients; wavelet transformed signals;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    SICE 2003 Annual Conference
  • Conference_Location
    Fukui, Japan
  • Print_ISBN
    0-7803-8352-4
  • Type

    conf

  • Filename
    1324318