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Intelligent Control, Filtering and Model Reduction Analysis for Fuzzy-Model-Based Systems

Yue Yang, Xiaojie Su, Peng Shi, et al.

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Springer International Publishing img Link Publisher

Naturwissenschaften, Medizin, Informatik, Technik / Elektronik, Elektrotechnik, Nachrichtentechnik

Beschreibung

This book aims to introduce the state-of-the-art research of stability/performance analysis and optimal synthesis methods for fuzzy-model-based systems. A series of problems are solved with new approaches of design, analysis and synthesis of fuzzy systems, including stabilization control and stability analysis, dynamic output feedback control, fault detection filter design, and reduced-order model approximation. Some efficient techniques, such as Lyapunov stability theory, linear matrix inequality, reciprocally convex approach, and cone complementary linearization method, are utilized in the approaches. This book is a comprehensive reference for researchers and practitioners working on intelligent control, model reduction, and fault detection of fuzzy systems, and is also a useful source of information for senior undergraduates and graduates in these areas. The readers will benefit from some new concepts and methodologies with theoretical and practical significance in system analysis and control synthesis.

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Schlagwörter

Filtering Analysis, Fuzzy Switching Systems, Fuzzy Filtering, Fuzzy Control, Fuzzy-Model-Based Systems, T-S Fuzzy Delayed Systems, Stability Analysis, Intelligent Control, Fuzzy Stochastic Systems