Type-2 Fuzzy Logic in Control of Nonsmooth Systems: Theoretical Concepts and Applications (Studies in Fuzziness and Soft Computing, #373)

by Oscar Castillo and Luis T. Aguilar

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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.
  • ISBN13 9783030031336
  • Publish Date 13 November 2018
  • Publish Status Active
  • Publish Country CH
  • Imprint Springer Nature Switzerland AG
  • Edition 1st ed. 2019
  • Format Hardcover
  • Pages 122
  • Language English