Featuring current contributions by experts in signal processing and biomedical engineering, this book introduces the concepts, recent advances, and implementations of nonlinear dynamic analysis methods. Together with Volume I in this series, this book provides comprehensive coverage of nonlinear sig
Fuzzy Control and Modeling: Analytical Foundations and Applications (IEEE Press Series on Biomedical Engineering)
โ Scribed by Hao Ying
- Publisher
- Wiley-IEEE Press
- Year
- 2000
- Tongue
- English
- Leaves
- 337
- Edition
- 1
- Category
- Library
No coin nor oath required. For personal study only.
โฆ Synopsis
The emerging, powerful fuzzy control paradigm has led to the worldwide success of countless commercial products and real-world applications. Fuzzy control is exceptionally practical and cost-effective due to its unique ability to accomplish tasks without knowing the mathematical model of the system, even if it is nonlinear, time varying and complex. Nevertheless, compared with the conventional control technology, most fuzzy control applications are developed in an ad hoc manner with little analytical understanding and without rigorous system analysis and design.Fuzzy Control and Modeling is the only book that establishes the analytical foundations for fuzzy control and modeling in relation to the conventional linear and nonlinear theories of control and systems. The coverage is up-to-date, comprehensive, in-depth and rigorous. Numeric examples and applications illustrate the utility of the theoretical development.Important topics discussed include: Structures of fuzzy controllers/models with respect to conventional fuzzy controllers/models Analysis of fuzzy control and modeling in relation to their classical counterpartsStability analysis of fuzzy systems and design of fuzzy control systemsSufficient and necessary conditions on fuzzy systems as universal approximatorsReal-time fuzzy control systems for treatment of life-critical problems in biomedicineFuzzy Control and Modeling is a self-contained, invaluable resource for professionals and students in diverse technical fields who aspire to analytically study fuzzy control and modeling.
โฆ Table of Contents
Contents......Page 8
Foreword......Page 17
Preface......Page 19
Acknowledgments......Page 23
List of Figures......Page 24
Basic Fuzzy Mathematics for Fuzzy Control and Modeling......Page 32
Introduction to Fuzzy Control and Modeling......Page 46
Mamdani Fuzzy PID Controllers......Page 71
Mamdani Fuzzy Controllers of Non-PID Type......Page 111
TS Fuzzy Controllers with Linear Rule Consequent......Page 149
Stability Analysis and Design of Mamdani and TS Fuzzy Control Systems......Page 194
Mamdani and TS Fuzzy Systems as Functional Approximators......Page 237
Real-Time Fuzzy Control of Biomedical Systems......Page 282
Bibliography......Page 318
Index......Page 332
About the Author......Page 336
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