• DocumentCode
    1717730
  • Title

    Dynamic output feedback robust MPC for constrained quasi-LPV systems with both polyhedral and ellipsoidal bounds on estimation error

  • Author

    Ding Baocang

  • Author_Institution
    Dept. of Autom., Xi´an Jiaotong Univ., Xi´an, China
  • fYear
    2013
  • Firstpage
    4143
  • Lastpage
    4148
  • Abstract
    A new approach is proposed for the output feedback robust model predictive control (MPC) of a quasi-linear parameter varying (quasi-LPV) system with bounded noise. In the main optimization problem for finding the control law, the current true state is substituted with its bounds. The bounds are represented by either an ellipsoid or a polyhedron, the latter being used if and only if it is contained in the former. Both the ellipsoid and the polyhedron are refreshed at each sampling time. The recursive feasibility of the main optimization problem is guaranteed by a simple refreshment of the ellipsoid, the control performance can be improved by applying the polyhedron, and the closed-loop stability is achieved by the technique of quadratic boundedness. A numerical example is given to illustrate the effectiveness of the controller.
  • Keywords
    closed loop systems; feedback; linear systems; optimisation; predictive control; robust control; uncertain systems; bounded noise; closed-loop stability; constrained quasi-LPV systems; dynamic output feedback; ellipsoidal bounds; estimation error; optimization problem; output feedback robust model predictive control; polyhedral bounds; polyhedron; quadratic boundedness; quasi-LPV system; quasilinear parameter varying system; robust MPC; sampling time; Ellipsoids; Estimation error; Noise; Optimization; Output feedback; Predictive control; Robustness; Dynamic output feedback; Model predictive control; Quadratic boundedness; Uncertain systems;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Control Conference (CCC), 2013 32nd Chinese
  • Conference_Location
    Xi´an
  • Type

    conf

  • Filename
    6640146