NDLI: A New Fuzzy Guaranteed Cost Control Design for a Class of Nonlinear Discrete-Time System with Uncertainties

Content Provider	IEEE Xplore Digital Library
Author	Shuxian Lun Dong Wang Changjian Cheng
Copyright Year	2008
Description	Author affiliation: Sch. of Inf. Sci. & Eng., Bohai Univ., Jinzhou (Shuxian Lun; Dong Wang)
Abstract	This paper studies fuzzy hyperbolic guaranteed cost control for certain nonlinear systems with parameter uncertainties. As same as Takagi-Sugeno (T-S) fuzzy model, fuzzy hyperbolic model (FHM) can be used to establish the model for certain unknown complex system. Furthermore, the main advantage of using FHM over T-S fuzzy model is that no premise structure identification is need and no completeness design of premise variables space is need. Also a FHM is a kind of valid global description and nonlinear model in nature. First, the fuzzy hyperbolic model (FHM) is proposed to represent the state-space model for certain nonlinear systems. Next, a nonlinear quadratic cost function is considered as a performance measurement of the closed-loop fuzzy system. Some sufficient conditions are provided for the construction of a fuzzy hyperbolic guaranteed cost controller via state feedback. These conditions are given in terms of the feasibility of linear matrix inequalities (LMIs). A simulation example is provided to illustrate the design procedure of the proposed method.
Starting Page	196
Ending Page	200
File Size	158563
Page Count	5
File Format	PDF
ISBN	9780769533056
DOI	10.1109/FSKD.2008.516
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2008-10-18
Publisher Place	China
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Uncertain systems Costs Uncertainty Control design guaranteed cost control Nonlinear control systems Control systems neural network linear matrix inequality Fuzzy control fuzzy hyperbolic model Takagi-Sugeno model Nonlinear systems Fuzzy systems
Content Type	Text
Resource Type	Article

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