• DocumentCode
    1188129
  • Title

    Design of receding horizon controls for constrained time-varying systems

  • Author

    Ki Baek Kim

  • Author_Institution
    INRIA-ENS, Paris, France
  • Volume
    49
  • Issue
    12
  • fYear
    2004
  • Firstpage
    2248
  • Lastpage
    2253
  • Abstract
    In this note, we propose a generalized stabilizing receding horizon control scheme for input/state constrained linear discrete time-varying systems that improves feasibility and on-line computation on the constrained finite-horizon optimization problem, compared with existing schemes. The control scheme is based on a time-varying horizon cost function with time-varying terminal weighting matrices, which can easily be implemented via linear matrix inequality technique. We discuss modifications of the proposed scheme that improve feasibility or on-line computation time. Through simulation examples, we illustrate the results of these schemes.
  • Keywords
    control system synthesis; discrete time systems; linear matrix inequalities; linear systems; optimisation; time-varying systems; constrained finite-horizon optimization problem; constrained linear discrete time-varying systems; linear matrix inequality technique; receding horizon control design; time-varying horizon cost function; time-varying terminal weighting matrices; Computational modeling; Constraint optimization; Control systems; Cost function; Current control; Feedback; Linear matrix inequalities; Sampling methods; Stability; Time varying systems;
  • fLanguage
    English
  • Journal_Title
    Automatic Control, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9286
  • Type

    jour

  • DOI
    10.1109/TAC.2004.838491
  • Filename
    1369400