DocumentCode
574742
Title
Feedback control of switched stochastic systems using uniformly sampled mode information
Author
Cetinkaya, Ahmet ; Hayakawa, Takeshi
Author_Institution
Dept. of Mech. & Environ. Inf., Tokyo Inst. of Technol., Tokyo, Japan
fYear
2012
fDate
27-29 June 2012
Firstpage
3778
Lastpage
3783
Abstract
Feedback stabilization of continuous-time switched linear stochastic dynamical systems is explored. The mode signal, which characterizes the switching between subsystems, is modeled as a Markov chain. We propose a feedback control law that depends only on the uniformly sampled mode information rather than the actual mode signal. We analyze the probabilistic dynamics of the sampled mode information, and develop a form of strong law of large numbers to show the almost sure asymptotic stability of the closed-loop system under the proposed control law. Finally, we present a numerical example to illustrate the efficacy of our approach.
Keywords
Markov processes; asymptotic stability; closed loop systems; continuous time systems; feedback; linear systems; stochastic systems; Markov chain; asymptotic stability; closed-loop system; continuous-time switched linear stochastic dynamical systems; feedback control law; feedback stabilization; mode signal; probabilistic dynamics; uniformly sampled mode information; Asymptotic stability; Closed loop systems; Feedback control; Markov processes; Stochastic systems; Switches;
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.2012.6315338
Filename
6315338
Link To Document