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Klassifikation: |
Dewey Decimal Classification: 629.8
Mathematics Subject Classification: 93-02 Research exposition (monographs, survey articles)
Mathematics Subject Classification: 93C42 Fuzzy control systems
Mathematics Subject Classification: 93C70 Time-scale analysis and singular perturbations
Mathematics Subject Classification: 93C73 Perturbations
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Inhalt:
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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 techniques such as fuzzy Lyapunov function approach, delay-partitioning, reciprocally convex, cone complementary linearization approach are presented. Fuzzy Control Systems with Time-Delay and Stochastic Perturbation: Analysis and Synthesis is a comprehensive reference for researcher and practitioners working in control engineering, system sciences and applied mathematics, and is also a useful source of information for senior undergraduates and graduates in these areas. The readers will benefit from some new concepts, new models and new methodologies with practical significance in control engineering and signal processing..
Intro -- Preface -- Acknowledgements -- Contents -- List of Figures -- List of Tables -- Notations and Acronyms -- 1 Introduction -- 1.1 Stability and Synthesis of T-S Fuzzy Systems -- 1.1.1 Stability and Stabilization -- 1.1.2 Optimal Synthesis Problems -- 1.2 Stability Analysis of Time-Delay Systems: An LMI Approach -- 1.2.1 Delay-Independent Case -- 1.2.2 Delay-Dependent Case -- 1.3 Publication Contribution -- 1.4 Publication Outline -- Part I Analysis and Synthesis of T-S Fuzzy Time-Delay Systems -- 2 Stability Analysis of Discrete-Time T-S Fuzzy Time-Delay Systems -- 2.1 Introduction -- 2.2 System Description and Preliminaries -- 2.3 Main Results -- 2.3.1 Delay Partitioning Approach -- 2.3.2 Input-Output Approach -- 2.3.3 Reciprocally Convex Approach -- 2.4 Illustrative Example -- 2.5 Conclusion -- 3 Stabilization and DOF Control of Discrete-Time T-S Fuzzy Time-Delay Systems -- 3.1 Introduction -- 3.2 System Description and Preliminaries -- 3.3 Stabilization -- 3.4 Dynamic Output Feedback Control -- 3.5 Illustrative Example -- 3.6 Conclusion -- 4 Robust Filtering of Discrete-Time T-S Fuzzy Time-Delay Systems -- 4.1 Introduction -- 4.2 H Filter Design -- 4.2.1 System Description and Preliminaries -- 4.2.2 Main Results -- 4.2.3 Illustrative Example -- 4.3 Reliable Filter Design -- 4.3.1 System Description and Preliminaries -- 4.3.2 Main Results -- 4.3.3 Illustrative Example -- 4.4 Conclusion -- 5 Distributed Filtering of Discrete-Time T-S Fuzzy Time-Delay Systems -- 5.1 Introduction -- 5.2 System Description and Preliminaries -- 5.3 Main Results -- 5.4 Illustrative Example -- 5.5 Conclusion -- 6 Model Approximation of Discrete-Time T-S Fuzzy Time-Delay Systems -- 6 .1 Introduction -- 6.2 System Description and Preliminaries -- 6.3 Main Results -- 6.3.1 Performance Analysis -- 6.3.2 Model Approximation -- 6.4 Special Cases.
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