Title :
Fuzzy sampled-data H∞ filtering for systems with time-varying delays and variable sampling periods
Author :
Xiaohua Ge ; Xiefu Jiang ; Qing-Long Han
Author_Institution :
Centre for Intell. & Networked Syst, Central Queensland Univ., Rockhampton, QLD, Australia
Abstract :
The sampled-data H∞ filtering for a Takagi-Sugeno (T-S) model-based fuzzy system with an interval time-varying state delay and a variable sampling period is considered. A new Lyapunov-Krasovskii functional is constructed by utilizing more information about the system´s current state and the delayed state. Based on the new Lyapunov-Krasovskii functional and a novel inequality bounding technique, a suitable sampled-data fuzzy H∞ filter is designed to ensure the asymptotic stability and prescribed H∞ attenuation level of the filter error system. A numerical example and a modified continuous stirred tank reactor (CSTR) system are given to illustrate the effectiveness of the proposed method.
Keywords :
H∞ filters; Lyapunov methods; asymptotic stability; chemical reactors; delays; filtering theory; fuzzy control; fuzzy systems; sampled data systems; tanks (containers); time-varying systems; CSTR system; H∞ attenuation level; Lyapunov-Krasovskii functional; T-S model-based fuzzy system; Takagi-Sugeno model-based fuzzy system; asymptotic stability; continuous stirred tank reactor system; filter error system; fuzzy sampled-data H∞ filtering; inequality bounding technique; interval time-varying state delay; variable sampling periods; Attenuation; Chemical reactors; Delay; Educational institutions; Fuzzy systems; Nonlinear systems; Time varying systems;
Conference_Titel :
American Control Conference (ACC), 2012
Conference_Location :
Montreal, QC
Print_ISBN :
978-1-4577-1095-7
Electronic_ISBN :
0743-1619
DOI :
10.1109/ACC.2012.6314775