• DocumentCode
    1676898
  • Title

    Identification and modeling of the nonlinear dynamic open loop systems

  • Author

    Shanshiashvili, B. ; Bolkvadzame, G.

  • Author_Institution
    Georgian Tech. Univ., Tbilisi, Georgia
  • fYear
    2012
  • Firstpage
    1
  • Lastpage
    4
  • Abstract
    The problems of structural and parametric identification of nonlinear systems on the set of continuous block-oriented models, elements of which are different modification of Hammerstein and Wiener models, at the system´s deterministic input influences are considered. The problem of the structural identification is considered according to the classical definition of identification of Zadeh. The structure definition criterion of the model is developed. Parameters´ estimations are received by the method of the least squares by using Fourier approximation.
  • Keywords
    amplitude estimation; least squares approximations; nonlinear dynamical systems; open loop systems; stochastic processes; Fourier approximation; Hammerstein model modification; Wiener model modification; Zadeh identification; continuous block-oriented models; least square method; nonlinear dynamic open loop system modelling; parameter estimation; parametric identification; structural identification; structure definition criterion; system deterministic input influences; block-oriented models; forced oscillation; nonlinear system; parametric identification; structural identification;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Problems of Cybernetics and Informatics (PCI), 2012 IV International Conference
  • Conference_Location
    Baku
  • Print_ISBN
    978-1-4673-4500-2
  • Type

    conf

  • DOI
    10.1109/ICPCI.2012.6486373
  • Filename
    6486373