Title :
H∞ filtering for discrete-time piecewise homogeneous Markov jump Lur´e systems with application to economic systems
Author :
Yujie Zhang ; Yongsheng Ou ; Yimin Zhou ; Guoqing Xu
Author_Institution :
Shenzhen Inst. of Adv. Technol., Shenzhen, China
Abstract :
This paper addresses the robust H∞ filtering problem for a class of Markov jump Lur´e systems with time-varying transition probabilities in discrete-time domain. The time-varying character of transition probabilities is considered to be finite piecewise homogeneous. A full-order filter is designed such that the resulting closed-loop systems are stochastically stable and have a guaranteed H∞ performance index in terms of linear matrix inequalities. The effectiveness and potential of the developed results are verified through an example about a class of economic systems.
Keywords :
H∞ filters; Markov processes; closed loop systems; discrete time systems; economics; linear matrix inequalities; probability; robust control; stochastic systems; H∞ performance index; closed-loop systems; discrete-time piecewise homogeneous Markov jump Lure systems; economic systems; full-order filter; linear matrix inequalities; robust H∞ filtering problem; stochastic stability; time-varying transition probabilities; Economics; Markov processes; Performance analysis; Robustness; Stability analysis; Symmetric matrices; Cone-bounded nonlinearity; Discrete-time Markov jump Lur´e systems; H∞ filtering; Piecewise homogeneous transition probabilities;
Conference_Titel :
Industrial Electronics Society, IECON 2014 - 40th Annual Conference of the IEEE
DOI :
10.1109/IECON.2014.7048496