Title :
Stability and stabilization of homogeneous stochastic systems
Author :
Hoshino, Kenji ; Yamashita, Yukihiko ; Nishimura, Yasutaro ; Tsubakino, Daisuke
Author_Institution :
Grad. Sch. of Inf. Sci. & Technol., Hokkaido Univ., Sapporo, Japan
Abstract :
This study considers homogeneous stochastic systems and shows their stability and stabilization. We define a homogeneous stochastic system as an extension of a homogeneous deterministic system. We show that homogeneous systems can exhibit exponential stability or finite-time stability according to the degree of homogeneity. Further, we show a control law for the stabilization of homogeneous stochastic control systems. Numerical examples of stable homogeneous systems and the stabilization of a homogeneous control system are also presented.
Keywords :
asymptotic stability; stochastic systems; control law; exponential stability; finite-time stability; homogeneous deterministic system; homogeneous stochastic control system stabilization; Control systems; Convergence; Lyapunov methods; Noise; Standards; Stochastic systems; Vectors;
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.2013.6760050