DocumentCode :
114806
Title :
A Krasovskii-LaSalle function based recurrence principle for a class of stochastic hybrid systems
Author :
Subbaraman, A. ; Teel, A.R.
Author_Institution :
Electr. & Comput. Eng. Dept., Univ. of California, Santa Barbara, Santa Barbara, CA, USA
fYear :
2014
fDate :
15-17 Dec. 2014
Firstpage :
2310
Lastpage :
2315
Abstract :
We characterize the sets to which bounded random solutions generated by a class of stochastic hybrid systems converge under the existence of a Lyapunov-like function that is non-increasing almost surely during flows and on average during jumps. In particular, we establish that we get almost sure convergence to the largest weakly totally recurrent in probability set that is contained in a level set of this function. We also apply this result to establish weak sufficient conditions for uniform global asymptotic stability in probability of compact sets and uniform global recurrence of open, bounded sets for a class of stochastic hybrid systems.
Keywords :
asymptotic stability; continuous systems; discrete systems; probability; set theory; stochastic systems; Krasovskii-LaSalle function; Lyapunov-like function; bounded random solutions; bounded set; compact sets; open set; probability set; recurrence principle; stochastic hybrid systems converge; uniform global asymptotic stability; uniform global recurrence; Asymptotic stability; Convergence; Level set; Lyapunov methods; Random variables; Stability analysis; Stochastic processes;
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.2014.7039740
Filename :
7039740
Link To Document :
بازگشت