DocumentCode
1758420
Title
Adaptive Fuzzy Output Feedback Dynamic Surface Control of Interconnected Nonlinear Pure-Feedback Systems
Author
Yongming Li ; Shaocheng Tong ; Tieshan Li
Author_Institution
Navig. Coll., Dalian Maritime Univ., Dalian, China
Volume
45
Issue
1
fYear
2015
fDate
Jan. 2015
Firstpage
138
Lastpage
149
Abstract
In this paper, an adaptive fuzzy decentralized output feedback control design is presented for a class of interconnected nonlinear pure-feedback systems. The considered nonlinear systems contain unknown nonlinear uncertainties and the states are not necessary to be measured directly. Fuzzy logic systems are employed to approximate the unknown nonlinear functions, and then a fuzzy state observer is designed and the estimations of the immeasurable state variables are obtained. Based on the adaptive backstepping dynamic surface control design technique, an adaptive fuzzy decentralized output feedback control scheme is developed. It is proved that all the variables of the resulting closed-loop system are semi-globally uniformly ultimately bounded, and also that the observer and tracking errors are guaranteed to converge to a small neighborhood of the origin. Some simulation results and comparisons with the existing results are provided to illustrate the effectiveness and merits of the proposed approach.
Keywords
adaptive control; closed loop systems; control nonlinearities; control system synthesis; feedback; fuzzy control; interconnected systems; nonlinear control systems; observers; adaptive backstepping dynamic surface control design technique; adaptive fuzzy output feedback; closed-loop system; feedback control design; fuzzy logic systems; fuzzy state observer; interconnected nonlinear pure-feedback systems; nonlinear uncertainties; observer error; tracking error; Adaptive systems; Backstepping; Control design; Fuzzy logic; Nonlinear systems; Observers; Output feedback; Backstepping design; dynamic surface control; fuzzy decentralized control; fuzzy state observer; interconnected nonlinear pure-feedback systems; stability analysis;
fLanguage
English
Journal_Title
Cybernetics, IEEE Transactions on
Publisher
ieee
ISSN
2168-2267
Type
jour
DOI
10.1109/TCYB.2014.2333738
Filename
6855328
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