• DocumentCode
    1282572
  • Title

    Indirect adaptive periodic control

  • Author

    Dimogianopoulos, Dimitrios ; Lozano, Rogelio ; Ailon, Amit

  • Author_Institution
    Univ. de Technol. de Compiegne, France
  • Volume
    44
  • Issue
    12
  • fYear
    1999
  • fDate
    12/1/1999 12:00:00 AM
  • Firstpage
    2308
  • Lastpage
    2312
  • Abstract
    A indirect adaptive control method is presented. The method is based on a lifted representation of the plant that can be stabilized using a simple performant periodic control scheme. The controller parameters computation involves the inverse of the controllability/observability matrix. Potential singularities of this matrix are avoided by means of an appropriate estimates modification. This estimates transformation is linked to the covariance matrix properties, and hence, it preserves the convergence properties of the original estimates. This modification involves the singular value decomposition of the controllability/observability matrix´s estimate. As compared with previous studies on the subject, the controller proposed here does not require the frequent introduction of periodic n-length sequences of zero inputs. Therefore, the new controller is such that the system is almost always operating in closed loop, which should lead to better performance characteristics
  • Keywords
    adaptive control; closed loop systems; controllability; convergence; covariance matrices; matrix inversion; observability; periodic control; sequences; singular value decomposition; convergence properties; indirect adaptive periodic control; lifted representation; singularities; Adaptive control; Control systems; Controllability; Convergence; Covariance matrix; Matrix decomposition; Observability; Parameter estimation; Singular value decomposition; Stability;
  • fLanguage
    English
  • Journal_Title
    Automatic Control, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9286
  • Type

    jour

  • DOI
    10.1109/9.811214
  • Filename
    811214