• DocumentCode
    404602
  • Title

    Stability of receding horizon control of nonlinear systems

  • Author

    Costa, Eduardo F. ; do VaI, J.B.R.

  • Author_Institution
    Fac. de Engenharia Eletrica e de Computacao, UNICAMP, Campinas, Brazil
  • Volume
    3
  • fYear
    2003
  • fDate
    9-12 Dec. 2003
  • Firstpage
    2077
  • Abstract
    This paper focuses on the stability of receding horizon control of general nonlinear systems. We employ a recent result on the convergence of the cost functional and we show that the cost induces a Lyapunov function along the receding horizon trajectories. The result requires a notion of detectability of nonlinear systems and a condition on the horizon length. Contrary to the usual approaches, we do not impose end-point constraints or special terminal weighting. In the particular linear setting, we show that the requirements imposed in the general case are reduced to the standard detectability and stabilizability conditions.
  • Keywords
    Lyapunov methods; convergence; nonlinear control systems; stability; Lyapunov function; cost functional convergence; nonlinear control systems detectability; receding horizon control stability; special terminal weighting; Artificial intelligence; Control systems; Convergence; Cost function; Ellipsoids; Lyapunov method; Nonlinear control systems; Nonlinear systems; Stability analysis; Trajectory;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Decision and Control, 2003. Proceedings. 42nd IEEE Conference on
  • ISSN
    0191-2216
  • Print_ISBN
    0-7803-7924-1
  • Type

    conf

  • DOI
    10.1109/CDC.2003.1272923
  • Filename
    1272923