Paper Info
Title
Observer-based H fuzzy control for nonlinear stochastic systems with multiplicative noise and successive packet dropouts.
Abstract
In this paper, the observer-based H-infinity control problem is investigated for a class of T-S fuzzy nonlinear stochastic systems with multiplicative noise and successive packet dropouts. The stochastic system under study is subject to state- and disturbance-dependent noises, and the successive packet dropouts are assumed to obey the Bernoulli random binary distribution. By employing the stochastic analysis approach, a sufficient condition is derived such that the closed-loop system is stochastically stable, and the prescribed H-infinity disturbance-rejection-attenuation performance is also achieved. Moreover, the observer-based H-infinity fuzzy controller design method is proposed in terms of linear matrix inequalities for the systems with successive packet dropouts. Finally, a numerical example is exploited to demonstrate the effectiveness of the obtained results. (C) 2015 Elsevier B.V. All rights reserved.
Year
DOI
Venue
2016
10.1016/j.neucom.2015.08.042
NEUROCOMPUTING
Keywords
Field
DocType
Stochastic systems,H-infinity control,T-S fuzzy model,Multiplicative noise,Successive packet dropouts
Nonlinear system,Matrix (mathematics),Control theory,Fuzzy logic,Stochastic process,Fuzzy control system,Observer (quantum physics),Mathematics,Multiplicative noise,Bernoulli's principle
Journal
Volume
ISSN
Citations 
173
0925-2312
9
PageRank 
References 
Authors
0.45
19
4
Name
Order
Citations
PageRank
Ming Gao1597.26
Li Sheng212515.24
Yurong Liu33419162.92
Zhengmao Zhu490.79