Title :
H∞ filtering of polynomial fuzzy systems with fading measurements
Author :
Jiang Yong ; Zhao Yan
Author_Institution :
Shandong Pet. Equip. Eng. & Technol. Res. Center, Shengli Oilfield Highland Pet. Equip. Co. Ltd., Dongying, China
Abstract :
This paper investigates the distributed H∞ filtering problem of the polynomial fuzzy system with fading measurements. A fading channel is assumed to be existing between the plant and the filter, and the Rice channel model is dedicated to describe the imperfect communication link. The attention is to design a fuzzy H∞ filter such that the filter error system is stochastically stable guaranteeing the prescribed H∞ performance. Sufficient conditions of the filter are derived in terms of sum of square inequalities, which can be solved by the recently developed SOSTOOLS.
Keywords :
H∞ filters; fading channels; fuzzy set theory; fuzzy systems; polynomials; telecommunication links; H∞ performance analysia; Rice channel model; SOSTOOLS; distributed H∞ filtering problem; fading measurements; fuzzy H∞ filter design; imperfect communication link; polynomial fuzzy system; stochastically stable filter error system; sufficient conditions; sum-of-square inequalities; Channel models; Control systems; Fading; Fuzzy systems; Polynomials; Radio frequency; Stability analysis; H∞ filter; Polynomial fuzzy models; Sum of Squares;
Conference_Titel :
Control Conference (CCC), 2014 33rd Chinese
Conference_Location :
Nanjing
DOI :
10.1109/ChiCC.2014.6895701