Type-2 fuzzy logic in control of nonsmooth systems : theoretical concepts and applications
著者
書誌事項
Type-2 fuzzy logic in control of nonsmooth systems : theoretical concepts and applications
（Studies in fuzziness and soft computing, v. 373）
Springer, c2019
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注記
Includes bibliographical references and index
内容説明・目次
内容説明
This book presents the synthesis and analysis of fuzzy controllers and its application to a class of mechanical systems. It mainly focuses on the use of type-2 fuzzy controllers to account for disturbances known as hard or nonsmooth nonlinearities. The book, which summarizes the authors' research on type-2 fuzzy logic and control of mechanical systems, presents models, simulation and experiments towards the control of servomotors with dead-zone and Coulomb friction, and the control of both wheeled mobile robots and a biped robot. Closed-loop systems are analyzed in the framework of smooth and nonsmooth Lyapunov functions.
目次
Background on Type-1 and Type-2 Fuzzy Logic.- Genetic Algorithms.- Fuzzy Lyapunov Synthesis for Nonsmooth Mechanical Systems.- Fuzzy Control for Systems with Dead-Zone and Backlash.- Fuzzy Control Synthesis for Systems with Discontinuous Friction.- Fuzzy Control for Wheeled Mobile Robots.- Fuzzy Control for Biped Robots under Impacts.
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