Title :
Sampled-mode-dependent time-varying control strategy for stabilizing discrete-time switched stochastic systems
Author :
Cetinkaya, Ahmet ; Hayakawa, Takeshi
Author_Institution :
Dept. of Mech. & Environ. Inf., Tokyo Inst. of Technol., Tokyo, Japan
Abstract :
Second-moment asymptotic stabilization of a discrete-time switched stochastic system is investigated. Active operation mode of the switched system is assumed to be only periodically observed (sampled). We develop a stabilizing feedback control framework that incorporates sampled-mode-dependent time-varying feedback gains, which allow stabilization despite the uncertainty of the active operation mode between consecutive mode observation instants. We utilize the periodicity induced in the closed-loop system dynamics due to periodic mode observations, and employ discrete-time Floquet theory to obtain necessary and sufficient conditions for second-moment asymptotic stabilization of the zero solution. Furthermore, we use Lyapunov-like functions with periodic coefficients to obtain alternative stabilization conditions, which we then employ for designing feedback gains. Finally, we demonstrate the efficacy of our results with a numerical example.
Keywords :
asymptotic stability; closed loop systems; discrete time systems; stochastic systems; Lyapunov-like functions; active operation mode; closed-loop system dynamics; discrete-time Floquet theory; discrete-time switched stochastic system stability; feedback gain design; sampled-mode-dependent time-varying control strategy; sampled-mode-dependent time-varying feedback; second-moment asymptotic stabilization; stabilizing feedback control; switched system; zero solution; Asymptotic stability; Feedback control; Stochastic processes; Stochastic systems; Switched systems; Switches; Stability of hybrid systems; Stochastic systems; Switched systems;
Conference_Titel :
American Control Conference (ACC), 2014
Conference_Location :
Portland, OR
Print_ISBN :
978-1-4799-3272-6
DOI :
10.1109/ACC.2014.6859484