• DocumentCode
    840097
  • Title

    Identifiability of time-varying parameters in a class of linear dynamical systems

  • Author

    Sufleta, Zbigniew

  • Author_Institution
    University of Wrocław, Wrocław, Poland
  • Volume
    27
  • Issue
    5
  • fYear
    1982
  • fDate
    10/1/1982 12:00:00 AM
  • Firstpage
    1114
  • Lastpage
    1116
  • Abstract
    This paper deals with the problem of determining time-varying parameters in a system described by a linear differential equation from noise-free observations of input/output signals. For the special case of periodically varying parameters, two identifiability questions are discussed: 1) how to check whether the available experimental data allow unique determination of system parameters, and 2) how to design the experiment to accomplish this with a priori knowledge. Necessary and sufficient conditions for identifiability are obtained.
  • Keywords
    Linear systems, time-varying; Parameter identification, linear systems; Time-varying systems, linear; Control systems; Cybernetics; Differential equations; Mathematical model; Signal processing; Sufficient conditions; Tellurium; Time varying systems; Transfer functions;
  • fLanguage
    English
  • Journal_Title
    Automatic Control, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9286
  • Type

    jour

  • DOI
    10.1109/TAC.1982.1103072
  • Filename
    1103072