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LMI Approach to Analysis and Control of Takagi-Sugeno Fuzzy Systems with Time Delay

โœ Scribed by Chong Lin, Qing-Guo Wang, Tong Heng Lee, Yong He (auth.)


Publisher
Springer-Verlag Berlin Heidelberg
Year
2007
Tongue
English
Leaves
206
Series
Lecture Notes in Control and Information Sciences 351
Edition
1
Category
Library

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โœฆ Synopsis


SinceinitiatedbyLot?A. Zadehin1965,fuzzysettheoryhastriggeredacons- erably large body of areas to blossom. A fuzzy system is, in a very broad sense, anyfuzzylogic-basedsystemwherefuzzylogiccanbeusedeither asthebasisfor the representation of di?erent forms of system knowledge or the model for the interactions and relationships among the system variables. Fuzzy systems have proven to be an important tool for modeling complex systems for which, due to complexity or imprecision, classical tools are unsuccessful. There have been diverse ?elds of applications of fuzzy technology from medicine to management, from engineering to behavioral science, from vehicle control to computational linguistics, and so on. Fuzzy modeling is a conjunction to understand the s- temโ€™s behavior and build useful mathematical models. Di?erent types of fuzzy models have been proposed in the literature, among which the Takagi-Sugeno (T-S) fuzzy model is a rule-based one suitable for the accurate approximation and identi?cation of a wide class of nonlinear systems. There has been an - creasing amount of work on analysis and synthesis of fuzzy systems based on T-S fuzzy models. Since 2000, T-S fuzzy model approach has been extended to tackleanalysisandcontrolproblemsofnonlinear systemswith time delay. So far extensive results have been presented for investigating T-S fuzzy systems with time delay, many of which adopt an easy and popular scheme, say, linear matrix inequality (LMI) based method. However, there lacks of a monograph in this direction to provide the state-of-the-art of coverage of this new growing area.

โœฆ Table of Contents


Front Matter....Pages I-XI
Introduction....Pages 1-7
Stability Analysis of T-S Fuzzy Systems....Pages 9-25
Extension to Fuzzy Large-Scale Systems....Pages 27-37
Stabilization Methods for T-S Fuzzy Systems....Pages 39-53
Variable Structure Control for T-S Fuzzy Systems....Pages 55-73
Observer-Based Fuzzy Control: Delay-Independent Method....Pages 75-103
Observer-Based Fuzzy Control: Delay-Dependent Method....Pages 105-124
Output Tracking Control for T-S Fuzzy Systems....Pages 125-147
Fuzzy Filter Design for T-S Fuzzy Systems....Pages 149-171
Descriptor Method for T-S Fuzzy Control Systems....Pages 173-188
Back Matter....Pages 189-204

โœฆ Subjects


Control Engineering; Systems Theory, Control


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