Title :
Robust H∞ filtering for Markov jump systems with interval time-varying delay
Author :
Wang Lei ; Zhang Ying ; Zhang Rui ; Dou Xiaochao
Author_Institution :
Shenzhen Grad. Sch., Harbin Inst. of Technol., Shenzhen, China
Abstract :
This paper investigates the problem of robust H∞ filtering for linear Markov jump systems with interval time-varying delay. Different from conventional techniques dealing with various delay dependent conditions for time-delay systems, a precise upper estimation is presented for a combination of positive-definite matrices with reciprocal coefficients. By proposing this method, a novel sufficient condition for the solvability of the Markov jump linear filter is obtained, which guarantees stochastic stability and a prescribed H∞ disturbance attenuation level of the resulting filtering error system. And the desired filter can be constructed by solving a set of LMIs. An illustrative example is provided to demonstrate the effectiveness of the proposed method.
Keywords :
H∞ filters; Markov processes; computability; delay systems; linear matrix inequalities; linear systems; robust control; stochastic systems; H∞ disturbance attenuation level; LMIs; Markov jump linear filter solvability; delay dependent conditions; filtering error system; interval time-varying delay; linear Markov jump systems; positive-definite matrices; reciprocal coefficients; robust H∞ filtering; stochastic stability; time-delay systems; Attenuation; Delays; Equations; Linear matrix inequalities; Markov processes; Noise; Robustness; LMI; Markov Jump Systems; Robust H∞ Filtering;
Conference_Titel :
Control Conference (CCC), 2013 32nd Chinese
Conference_Location :
Xi´an