• DocumentCode
    800073
  • Title

    Special section technical notes and correspondence. Min-max model predictive control of nonlinear systems using discontinuous feedbacks

  • Author

    Fontes, Fernando A C C ; Magni, Lalo

  • Author_Institution
    Dept. de Matematica para a Ciencia e Tecnologia, Univ. do Minho, Guimaraes, Portugal
  • Volume
    48
  • Issue
    10
  • fYear
    2003
  • Firstpage
    1750
  • Lastpage
    1755
  • Abstract
    This note proposes a model predictive control (MPC) algorithm for the solution of a robust control problem for continuous-time systems. Discontinuous feedback strategies are allowed in the solution of the min-max problems to be solved. The use of such strategies allows MPC to address a large class of nonlinear systems, including among others nonholonomic systems. Robust stability conditions to ensure steering to a certain set under bounded disturbances are established. The use of bang-bang feedbacks described by a small number of parameters is proposed, reducing considerably the computational burden associated with solving a differential game. The applicability of the proposed algorithm is tested to control a unicycle mobile robot.
  • Keywords
    mobile robots; nonlinear systems; predictive control; robust control; continuous-time systems; differential game; model predictive control; nonlinear systems; receding horizon; robust control; robust stability; unicycle mobile robot; Adaptive control; Control system synthesis; Feedback; Industrial control; Lyapunov method; Nonlinear systems; Predictive control; Predictive models; Robust control; Uncertainty;
  • fLanguage
    English
  • Journal_Title
    Automatic Control, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9286
  • Type

    jour

  • DOI
    10.1109/TAC.2003.817915
  • Filename
    1235378