Title :
Stability and stabilization of switching stochastic differential equations subject to probabilistic state jumps
Author :
Cetinkaya, Ahmet ; Kashima, Kenji ; Hayakawa, Tomohisa
Author_Institution :
Dept. of Mech. & Environ. Inf., Tokyo Inst. of Technol., Tokyo, Japan
Abstract :
Stability conditions of continuous-time mode switching stochastic systems with probabilistic state jumps are provided. The mode signal, which manages the transition between subsystems, is modeled as a piecewise constant stochastic process. The state variables of the stochastic switching system is subject to jumps of random size occurring at random instances. The proposed piecewise continuous control law guarantees exponential moment stability of the zero solution by using multiple Lyapunov functions. Finally, an illustrative numerical example is presented to demonstrate the efficacy of our results.
Keywords :
continuous time systems; differential equations; probability; stability; stochastic systems; continuous-time mode switching stochastic systems; exponential moment stability; multiple Lyapunov functions; piecewise constant stochastic process; piecewise continuous control law; probabilistic state jumps; random instances; random size; stability conditions; stabilization; state variables; stochastic switching system; switching stochastic differential equations; Markov processes; Numerical stability; Probabilistic logic; Stability analysis; Switches; Switching systems;
Conference_Titel :
Decision and Control (CDC), 2010 49th IEEE Conference on
Conference_Location :
Atlanta, GA
Print_ISBN :
978-1-4244-7745-6
DOI :
10.1109/CDC.2010.5718189