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
Link To Document :
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