Title :
Stabilisation bound of stochastic singularly perturbed systems with markovian switching by noise control
Author :
Wang, Guibin ; Huang, Chao ; Zhang, Qi ; Yang, Chao
Author_Institution :
Sch. of Inf. & Control Eng., Liaoning Shihua Univ., Fushun, China
Abstract :
This study considers the stabilisation-bound problem of stochastic singularly perturbed systems with Markovian jump parameters. The aim of this study is to determine whether a stochastic state-feedback controller referred to be noise control can stabilise such a system for any perturbation parameter ε ϵ (0, ε̅] with a predefined positive scalar ε̅. By introducing an ε-dependent Lyapunov function, new stabilisation method via an ε-dependent controller only in the diffusion part is developed, whose condition independent of ε is within LMI framework. Based on this, more extensions to transition probability matrix with elementwise bounded uncertainties, being partially unknown and system state partially observable are considered, respectively. A numerical example is used to demonstrate the effectiveness and advantage of the proposed methods.
Keywords :
Lyapunov methods; Markov processes; linear matrix inequalities; probability; stability; state feedback; stochastic systems; ε-dependent Lyapunov function; LMI framework; Markovian jump parameters; Markovian switching; element-wise bounded uncertainties; noise control; stabilisation bound; stabilisation method; stabilisation-bound problem; stochastic singularly perturbed systems; stochastic state-feedback controller; transition probability matrix;
Journal_Title :
Control Theory & Applications, IET
DOI :
10.1049/iet-cta.2013.0493