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Fuzzy control systems with time-delay and stochastic perturbation : analysis and synthesis

Author: Ligang Wu; Xiaojie Su; Peng Shi
Publisher: Cham : Springer, [2014] ©2015
Series: Studies in systems, decision and control, volume 12.
Edition/Format:   eBook : Document : EnglishView all editions and formats
Summary:
This book presents up-to-date research developments and novel methodologies on fuzzy control systems. It presents solutions to a series of problems with new approaches for the analysis and synthesis of fuzzy time-delay systems and fuzzy stochastic systems, including stability analysis and stabilization, dynamic output feedback control, robust filter design, and model approximation. A set of newly developed  Read more...
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Genre/Form: Electronic books
Additional Physical Format: Print version:
Wu, Ligang.
Fuzzy Control Systems with Time-Delay and Stochastic Perturbation : Analysis and Synthesis.
Cham : Springer International Publishing, ©2014
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Ligang Wu; Xiaojie Su; Peng Shi
ISBN: 9783319113166 331911316X 3319113151 9783319113159
OCLC Number: 894352724
Description: 1 online resource (xxii, 348 pages) : illustrations.
Contents: Preface; Acknowledgements; Contents; List of Figures; List of Tables; Notations and Acronyms; 1Introduction; 1.1Stability and Synthesis of T-S Fuzzy Systems; 1.1.1Stability and Stabilization; 1.1.2Optimal Synthesis Problems; 1.2Stability Analysis of Time-Delay Systems: An LMI Approach; 1.2.1Delay-Independent Case; 1.2.2Delay-Dependent Case; 1.3Publication Contribution; 1.4Publication Outline; Part I Analysis and Synthesis of T-S Fuzzy Time-Delay Systems; 2Stability Analysis of Discrete-Time T-S Fuzzy Time-Delay Systems; 2.1Introduction; 2.2System Description and Preliminaries; 2.3Main Results. 2.3.1Delay Partitioning Approach2.3.2Input-Output Approach; 2.3.3Reciprocally Convex Approach; 2.4Illustrative Example; 2.5Conclusion; 3Stabilization and DOF Control of Discrete-Time T-S Fuzzy Time-Delay Systems; 3.1Introduction; 3.2System Description and Preliminaries; 3.3Stabilization; 3.4Dynamic Output Feedback Control; 3.5Illustrative Example; 3.6Conclusion; 4Robust Filtering of Discrete-Time T-S Fuzzy Time-Delay Systems; 4.1Introduction; 4.2H Filter Design; 4.2.1System Description and Preliminaries; 4.2.2Main Results; 4.2.3Illustrative Example; 4.3Reliable Filter Design. 4.3.1System Description and Preliminaries4.3.2Main Results; 4.3.3Illustrative Example; 4.4 Conclusion; 5Distributed Filtering of Discrete-Time T-S Fuzzy Time-Delay Systems; 5.1Introduction; 5.2System Description and Preliminaries; 5.3Main Results; 5.4Illustrative Example; 5.5Conclusion; 6Model Approximation of Discrete-Time T-S Fuzzy Time-Delay Systems; 6.1 Introduction; 6.2System Description and Preliminaries ; 6.3Main Results; 6.3.1Performance Analysis; 6.3.2Model Approximation; 6.4Special Cases; 6.4.1Delay-Free Model Case; 6.4.2Zero-Order Model Case; 6.5Illustrative Example; Conclusion. Part II Analysis and Synthesis of T-S Fuzzy Stochastic Systems7Stability and Stabilization of Discrete-Time T-S Fuzzy Stochastic Systems; 7.1Introduction; 7.2System Description and Preliminaries; 7.3Main Results; 7.3.1Stability Analysis; 7.3.2Stabilization; 7.4Illustrative Example; 7.5Conclusion; 8Dissipativity Analysis and Synthesis of Discrete-Time T-S Fuzzy Stochastic Systems; 8.1Introduction; 8.2System Description and Preliminaries; 8.3Main Results; 8.3.1Model Transformation; 8.3.2Dissipativity Analysis; 8.3.3Dissipative Controller Design; 8.4Illustrative Example; 8.5Conclusion. 9Robust L2-L DOF Control of Continuous-Time T-S Fuzzy Stochastic Systems9.1Introduction; 9.2System Description and Preliminaries; 9.3Main Results; 9.4Illustrative Example; 9.5Conclusion; 10Robust H Filtering of Discrete-Time T-S Fuzzy Stochastic Systems; 10.1Introduction; 10.2System Description and Preliminaries; 10.3Main Results; 10.3.1Filtering Analysis; 10.3.2H Filter Design; 10.4Illustrative Example; 10.5Conclusion; 11Fault Detection of Continuous-Time T-S Fuzzy Stochastic Systems; 11.1Introduction; 11.2System Description and Preliminaries; 11.3Main Results.
Series Title: Studies in systems, decision and control, volume 12.
Responsibility: Ligang Wu, Xiaojie Su, Peng Shi.

Abstract:

It presents solutions to a series of problems with new approaches for the analysis and synthesis of fuzzy time-delay systems and fuzzy stochastic systems, including stability analysis and  Read more...

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"It can serve as a well structured and easy to follow advanced text in fuzzy control with a wealth of illustrative up-to-the point examples. Practitioners can find the material instructive when Read more...

 
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