DocumentCode
3483490
Title
Stochastic H2 optimal control of discrete-time Markov jump systems with periodic coefficients
Author
Hongji Ma ; Yingmin Jia ; Junping Du ; Fashan Yu
Author_Institution
Dept. of Syst. & Control, Beihang Univ. (BUAA), Beijing, China
fYear
2012
fDate
27-29 June 2012
Firstpage
1640
Lastpage
1645
Abstract
In this paper, the H2 optimal state-feedback control problem is investigated for discrete-time Markov jump systems subject to periodic coefficients and multiplicative noise. First of all, an exhaustive analysis is pursued to set up an H2 performance criterion (H2 norm), which can be characterized by the periodic solutions of two generalized Lyapunov equations. Based on the obtained H2 norm, the H2 optimal state-feedback controller is designed in terms of the stabilizing solution of a discrete-time generalized Riccati equation with periodic coefficients. Moreover, this stabilizing solution can be computed efficiently by the available iterative algorithm.
Keywords
H2 control; Lyapunov methods; Markov processes; Riccati equations; discrete time systems; state feedback; H2 norm; H2 optimal state-feedback control problem; H2 performance criterion; discrete-time Markov jump systems; discrete-time generalized Riccati equation; generalized Lyapunov equations; iterative algorithm; multiplicative noise; periodic coefficients; stabilizing solution; stochastic H2 optimal control; Educational institutions; Markov processes; Noise; Optimal control; Riccati equations;
fLanguage
English
Publisher
ieee
Conference_Titel
American Control Conference (ACC), 2012
Conference_Location
Montreal, QC
ISSN
0743-1619
Print_ISBN
978-1-4577-1095-7
Electronic_ISBN
0743-1619
Type
conf
DOI
10.1109/ACC.2012.6315462
Filename
6315462
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