• DocumentCode
    3051902
  • Title

    Modeling of nonlinear systems from input-output data

  • Author

    Dickinson, B.W.

  • Author_Institution
    Princeton University, Princeton, New Jersey
  • fYear
    1983
  • fDate
    - Dec. 1983
  • Firstpage
    641
  • Lastpage
    642
  • Abstract
    This paper reviews a procedure for obtaining a sequence of state-affine discrete-time realizations whose input-output behavior matches a set of empirical input-output records in the least squares sense. First the input-output behavior is approximated by orthogonal polynomials. Then, state-affine partial realizations are obtained from the associated generalized Hankel matrix.
  • Keywords
    Analytical models; Computer science; Context modeling; Impedance matching; Mathematical model; Nonlinear systems; Piecewise linear approximation; Polynomials; State-space methods; Topology;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Decision and Control, 1983. The 22nd IEEE Conference on
  • Conference_Location
    San Antonio, TX, USA
  • Type

    conf

  • DOI
    10.1109/CDC.1983.269597
  • Filename
    4047628
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=3051902