DocumentCode :
1207742
Title :
Uniform Approximation of Infinite Horizon Control Problems for Nonlinear Systems and Stability of the Approximating Controls
Author :
Costa, Eduardo F. ; Val, João B R do
Author_Institution :
Depto. de Mat. Aplic. e Estatistica, USP-Inst. de Cienc. Mathematicas e de Comput., Sao Carlos
Volume :
54
Issue :
4
fYear :
2009
fDate :
4/1/2009 12:00:00 AM
Firstpage :
881
Lastpage :
886
Abstract :
This technical note addresses the approximation of the infinite horizon problem and the stability of the approximating controls generated by the receding horizon method. The setup takes into account systems and costs that may be nonlinear and discontinuous, with possibly state and control constraints, allowing for a wide range of problems. A detectability notion is introduced that matches standard regularity conditions such as existence of bounds for the cost, and does not require any continuity hypothesis. It is shown that the receding horizon controls associated with the finite horizon problems are approximating solutions for the infinite horizon problem, for a large enough horizon. Exponential stability of the controlled system and estimates for horizons ensuring stability and approximation of the infinite horizon problem are also studied.
Keywords :
approximation theory; asymptotic stability; infinite horizon; nonlinear control systems; predictive control; approximating control stability; detectability notion; exponential stability; finite horizon; infinite horizon control; nonlinear system; receding horizon method; standard regularity condition; uniform approximation; Control system synthesis; Control systems; Costs; Infinite horizon; Length measurement; Nonlinear control systems; Nonlinear systems; Predictive control; Predictive models; Stability; Approximating control; discrete-time systems; model predictive control; nonlinear systems; receding horizon control;
fLanguage :
English
Journal_Title :
Automatic Control, IEEE Transactions on
Publisher :
ieee
ISSN :
0018-9286
Type :
jour
DOI :
10.1109/TAC.2008.2010970
Filename :
4806145
Link To Document :
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