Title :
Robust H∞ filtering for uncertain multi-state-delay jumping systems
Author :
Mahmoud, Magdi S.
Author_Institution :
Coll. of Eng., UAE Univ., Al-Ain, United Arab Emirates
Abstract :
In this paper, we examine the robust H∞ filtering problem for linear, uncertain multi-state-delay systems with Markovian jump parameters. The uncertainties are time-varying and norm-bounded parametric uncertainties and the delay factor is arbitrary time-varying. We provide initially a robust stochastic stability result with a prescribed performance measure. Then we design a linear casual filter using linear matrix inequality procedure, which ensures a prescribed disturbance attenuation level from the disturbance signal to the filtering error.
Keywords :
H∞ control; Markov processes; delay systems; filtering theory; linear matrix inequalities; robust control; time-varying systems; uncertain systems; Markovian jump parameters; delay factor; disturbance attenuation level; filtering error; linear casual filter; linear matrix inequality procedure; linear system; norm-bound parametric uncertainty; robust H∞ filtering; robust stochastic stability; time-varying uncertainty; uncertain-state-delay jumping systems; weakly-delay dependent stability; Attenuation; Delay; Educational institutions; Filtering; Linear matrix inequalities; Nonlinear filters; Robust stability; Robustness; Signal design; State estimation;
Conference_Titel :
Control, Automation, Robotics and Vision, 2002. ICARCV 2002. 7th International Conference on
Print_ISBN :
981-04-8364-3
DOI :
10.1109/ICARCV.2002.1234815