Title :
Discrete-time switched stochastic control systems with randomly observed operation mode
Author :
Cetinkaya, Ahmet ; Hayakawa, Takeshi
Author_Institution :
Dept. of Mech. & Environ. Inf., Tokyo Inst. of Technol., Tokyo, Japan
Abstract :
Feedback control of a discrete-time switched stochastic system is explored for the case where the active operation mode is observed only at random time instants. A stabilizing control law that utilizes the information obtained through mode observations is proposed. We analyze the probabilistic dynamics of a sequence-valued stochastic process that captures the key properties of the evolution of active mode between mode observation instants. We then use the results of our analysis to obtain sufficient conditions under which our proposed control law guarantees almost sure asymptotic stabilization. We illustrate the efficacy of our approach with a numerical example.
Keywords :
asymptotic stability; discrete time systems; probability; random processes; stochastic processes; stochastic systems; active operation mode; asymptotic stabilization; discrete-time switched stochastic control systems; feedback control; mode observation instants; probabilistic dynamics analysis; random time instants; randomly observed operation mode; sequence-valued stochastic process; stabilizing control law; sufficient conditions; Feedback control; Markov processes; Stochastic systems; Switched systems; Switches;
Conference_Titel :
Decision and Control (CDC), 2013 IEEE 52nd Annual Conference on
Conference_Location :
Firenze
Print_ISBN :
978-1-4673-5714-2
DOI :
10.1109/CDC.2013.6759863