Title :
Robust H∞ filtering for nonlinear stochastic state-delayed systems
Author :
Zhang, Weihai ; Feng, Gang ; Li, Qinghua
Author_Institution :
Coll. of Inf. & Electr. Eng., Shandong Univ. of Sci. & Technol., Qingdao
Abstract :
This note studies the robust Hinfin filtering problem of nonlinear stochastic systems with state-delay appearing in state equation, measurement and controlled output, where the state is governed by a stochastic Ito-type equation. Based on a nonlinear stochastic bounded real lemma and an exponential estimate formula, an exponential (asymptotic) mean square Hinfin filtering design of nonlinear stochastic time-delay systems is presented via solving a Hamilton-Jacobi inequality. As one corollary, for linear stochastic time-delay systems, a Luenberger-type filter is obtained by solving a linear matrix inequality. Two simulation examples are finally given to show the effectiveness of our results.
Keywords :
Hinfin control; delay systems; filtering theory; linear matrix inequalities; mean square error methods; nonlinear control systems; stochastic processes; stochastic systems; Hamilton-Jacobi inequality; Luenberger-type filter; exponential mean square Hinfin filtering; linear matrix inequality; linear stochastic time-delay system; nonlinear stochastic system; robust Hinfin filtering; state-delayed system; stochastic Ito-type equation; Control systems; Information filtering; Information filters; Manufacturing automation; Nonlinear control systems; Nonlinear equations; Nonlinear filters; Robust control; Robustness; Stochastic systems; H∞ filtering; Hamilton-Jacobi inequality; Time-delay systems; stochastic systems;
Conference_Titel :
Intelligent Control and Automation, 2008. WCICA 2008. 7th World Congress on
Conference_Location :
Chongqing
Print_ISBN :
978-1-4244-2113-8
Electronic_ISBN :
978-1-4244-2114-5
DOI :
10.1109/WCICA.2008.4593266