• DocumentCode
    354102
  • Title

    Identification of MIMO nonlinear system based on Volterra kernel matrices

  • Author

    Yangwang, Fang ; Ruixuan, Wei ; Licheng, Jiao ; Jin, Pan

  • Author_Institution
    Xidian Univ., Xi´´an, China
  • Volume
    3
  • fYear
    2000
  • fDate
    2000
  • Firstpage
    2221
  • Abstract
    Volterra series representation for general MIMO nonlinear systems is discussed, and the existence conditions of Volterra kernel matrices are given and proved. Two identification methods of Volterra kernel matrices, which are the random response method and the pulse response method, are presented. The calculating formula of Volterra kernel matrices by using input and output signals is presented. Finally, the methods are validated by a simulation example
  • Keywords
    MIMO systems; Volterra series; identification; matrix algebra; nonlinear control systems; MIMO nonlinear system; Volterra kernel matrices; Volterra series representation; existence conditions; input signals; output signals; pulse response method; random response method; Kernel; MIMO; Nonlinear systems;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Control and Automation, 2000. Proceedings of the 3rd World Congress on
  • Conference_Location
    Hefei
  • Print_ISBN
    0-7803-5995-X
  • Type

    conf

  • DOI
    10.1109/WCICA.2000.862998
  • Filename
    862998
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=354102