• DocumentCode
    3076512
  • Title

    An iterative overlapping decomposition approach to parameter estimation

  • Author

    Sultan, M.A. ; Calvet, J.L. ; Hassan, M.F.

  • Author_Institution
    L.A.A.S. du C.N.R.S., Toulouse, France
  • fYear
    1986
  • fDate
    10-12 Dec. 1986
  • Firstpage
    1045
  • Lastpage
    1047
  • Abstract
    In this paper, splitting methods are considered for least squares parameter estimation of multivariable systems. The concept of overlapping block-decomposition is used. The developed iterative method is compared to the ordinary splitting decomposition algorithms and it is shown that considerable improvement in convergence can be gained.
  • Keywords
    Convergence; Gaussian processes; Iterative algorithms; Iterative methods; Jacobian matrices; Least squares approximation; Least squares methods; MIMO; Matrix decomposition; Parameter estimation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Decision and Control, 1986 25th IEEE Conference on
  • Conference_Location
    Athens, Greece
  • Type

    conf

  • DOI
    10.1109/CDC.1986.267537
  • Filename
    4048926
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=3076512