DocumentCode
114822
Title
Stabilization via switching of positive Markov jump linear systems
Author
Bolzern, Paolo ; Colaneri, Patrizio ; De Nicolao, Giuseppe
Author_Institution
Dipt. di Elettron., Politec. di Milano, Milan, Italy
fYear
2014
fDate
15-17 Dec. 2014
Firstpage
2359
Lastpage
2364
Abstract
This paper deals with positive Markov jump linear systems with an additional switching control signal that affects the stochastic subsystems dynamics. This control signal is used for stochastic stabilization and performance optimization. Stability for MJLS is considered in the sense of mean stability and almost-sure stability. Various sufficient conditions for stabilization and performance optimization are worked out, exploiting the positiveness of the system and the concept of stochastic co-positive piecewise linear control Lyapunov function.
Keywords
Lyapunov methods; linear systems; stability; stochastic systems; MJLS stability; almost-sure stability; mean stability; positive Markov jump linear systems; stabilization; stochastic co-positive piecewise linear control Lyapunov function; stochastic stabilization; stochastic subsystems dynamics; sufficient conditions; switching control signal; Convergence; Linear systems; Markov processes; Stability criteria; Switches; Vectors;
fLanguage
English
Publisher
ieee
Conference_Titel
Decision and Control (CDC), 2014 IEEE 53rd Annual Conference on
Conference_Location
Los Angeles, CA
Print_ISBN
978-1-4799-7746-8
Type
conf
DOI
10.1109/CDC.2014.7039748
Filename
7039748
Link To Document