• DocumentCode
    3165896
  • Title

    Lyapunov-based Model Predictive Control of Nonlinear Systems Subject to Data Losses

  • Author

    De la Peña, David Muñoz ; Christofides, Panagiotis D.

  • Author_Institution
    Univ. of California, Los Angeles
  • fYear
    2007
  • fDate
    9-13 July 2007
  • Firstpage
    1735
  • Lastpage
    1740
  • Abstract
    In this work, we focus on control of nonlinear systems subject to data losses. In order to regulate the state of the system towards an equilibrium point while minimizing a given performance index, we propose a Lyapunov-based model predictive controller which is designed taking data losses explicitly into account, both in the optimization problem formulation and in the controller implementation.
  • Keywords
    Lyapunov methods; nonlinear control systems; predictive control; Lyapunov-based model predictive controller; data loss; nonlinear system control; optimization problem formulation; performance index; Communication networks; Communication system control; Control systems; Nonlinear control systems; Nonlinear dynamical systems; Nonlinear systems; Predictive control; Predictive models; Robust control; Stability;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    American Control Conference, 2007. ACC '07
  • Conference_Location
    New York, NY
  • ISSN
    0743-1619
  • Print_ISBN
    1-4244-0988-8
  • Electronic_ISBN
    0743-1619
  • Type

    conf

  • DOI
    10.1109/ACC.2007.4282574
  • Filename
    4282574