Title :
Recursive robust regulator for discrete-time Markovian jump linear systems via penalty game approach
Author :
Cerri, João P. ; Terra, Marco H. ; Ishihara, João Y.
Author_Institution :
Electr. Eng. Dept., Univ. of Sao Paulo at Sao Carlos, São Carlos, Brazil
Abstract :
This paper introduces a robust penalty game approach to deal with the regulation problem for discrete-time Markovian jump linear systems subject to uncertainties. The solution provided is based on recursive Riccati equations which do not depend on any auxiliary parameter to be adjusted. In virtue of the similarity with the standard nominal regulator problem, the stability of this robust regulator can be easily proved. A numerical example is shown to illustrate the effectiveness of this new approach.
Keywords :
Markov processes; Riccati equations; discrete time systems; game theory; auxiliary parameter; discrete-time Markovian jump linear systems; penalty game approach; recursive Riccati equations; recursive robust regulator; regulation problem; robust penalty game; standard nominal regulator problem; Games; Linear systems; Minimization; Optimization; Regulators; Robustness; Uncertainty; Discrete-time control; Markovian systems; game theory; least squares; penalty functions; robust regulator;
Conference_Titel :
Decision and Control (CDC), 2010 49th IEEE Conference on
Conference_Location :
Atlanta, GA
Print_ISBN :
978-1-4244-7745-6
DOI :
10.1109/CDC.2010.5717301