Title :
Robust H∞ filtering for uncertain discrete Markov jump singular systems with mode-dependent time delay
Author :
Ma, Siwei ; Boukas, E.K.
fDate :
3/1/2009 12:00:00 AM
Abstract :
The robust H infin filtering problem for mode-dependent time-delay discrete Markov jump singular systems with parameter uncertainties is discussed. Based on delay-dependent linear matrix inequalities, a Markov jump filter is designed, which guarantees that the filtering error system is regular, causal, stochastically stable and satisfies H infin performance for all admissible uncertainties. The H infin filter can be of full or of a reduced order. A numerical example is given to illustrate the effectiveness of the proposed method.
Keywords :
Hinfin control; Markov processes; delays; discrete systems; filtering theory; linear matrix inequalities; robust control; Markov jump filter; delay-dependent linear matrix inequalities; filtering error system; mode-dependent time delay; robust Hinfin filtering; uncertain discrete Markov jump singular systems;
Journal_Title :
Control Theory & Applications, IET
DOI :
10.1049/iet-cta:20080091