• DocumentCode
    821940
  • Title

    Regions of constrained maximum likelihood parameter identifiability

  • Author

    Lee, Chio-hsiao ; Herget, Charles J.

  • Author_Institution
    Iowa State University, Ames, IA, USA
  • Volume
    21
  • Issue
    4
  • fYear
    1976
  • fDate
    8/1/1976 12:00:00 AM
  • Firstpage
    556
  • Lastpage
    560
  • Abstract
    This short paper considers the parameter identification problem of general discrete-time, nonlinear, multiple input-multiple output dynamic systems with Gaussian, white distributed measurement errors. Knowledge of the system parameterization is assumed to be known. Regions of constrained maximum likelihood (CML) parameter identifiability are established. A computation procedure employing interval arithmetic is proposed for finding explicit regions of parameter identifiability for the case of linear systems.
  • Keywords
    Nonlinear systems, stochastic discrete-time; Parameter identification; maximum-likelihood (ML) estimation; Electrons; Feedback; Linear systems; Matrix decomposition; Measurement errors; Nonlinear dynamical systems; Polynomials; Stability; Testing; Transfer functions;
  • fLanguage
    English
  • Journal_Title
    Automatic Control, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9286
  • Type

    jour

  • DOI
    10.1109/TAC.1976.1101287
  • Filename
    1101287
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=821940