DocumentCode
1206322
Title
Fuzzy Control of Nonlinear Systems Under Unreliable Communication Links
Author
Gao, Huijun ; Zhao, Yan ; Chen, Tongwen
Author_Institution
Space Control & Inertial Technol. Res. Center, Harbin Inst. of Technol., Harbin
Volume
17
Issue
2
fYear
2009
fDate
4/1/2009 12:00:00 AM
Firstpage
265
Lastpage
278
Abstract
This paper investigates the problem of H infin fuzzy control of nonlinear systems under unreliable communication links. The nonlinear plant is represented by a Takagi--Sugeno (T-S) fuzzy model, and the control strategy takes the form of parallel distributed compensation. The communication links existing between the plant and controller are assumed to be imperfect (that is, data packet dropouts occur intermittently, which appear typically in a network environment), and stochastic variables satisfying the Bernoulli random binary distribution are utilized to model the unreliable communication links. Attention is focused on the design of H infin controllers such that the closed-loop system is stochastically stable and preserves a guaranteed H infin performance. Two approaches are developed to solve this problem, based on the quadratic Lyapunov function and the basis-dependent Lyapunov function, respectively. Several examples are provided to illustrate the usefulness and applicability of the developed theoretical results.
Keywords
Hinfin control; Lyapunov methods; closed loop systems; fuzzy control; nonlinear control systems; stochastic systems; telecommunication control; telecommunication links; telecommunication network reliability; Bernoulli random binary distribution; Hinfin fuzzy control; Takagi--Sugeno fuzzy model; basis-dependent Lyapunov function; closed-loop system; nonlinear systems; parallel distributed compensation; quadratic Lyapunov function; stochastic variables; unreliable communication links; $H_{infty }$ control; Basis-dependent Lyapunov function; H$_{infty}$ control; Takagi--Sugeno (T--S) fuzzy systems; Takagi-Sugeno fuzzy systems; nonlinear systems; unreliable communication links;
fLanguage
English
Journal_Title
Fuzzy Systems, IEEE Transactions on
Publisher
ieee
ISSN
1063-6706
Type
jour
DOI
10.1109/TFUZZ.2008.924315
Filename
4505329
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