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Bibframe Work

Title
Type-2 Fuzzy Logic in Control of Nonsmooth Systems
Type
Text
Monograph
Multimedia
Contribution
Castillo, Oscar (Author)
Aguilar, Luis T (Author)
Language
English
Classification
DDC: 006.3 full (Source: 23)
Content
text
Summary
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.
Table Of Contents
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.
Authorized Access Point
Castillo, Oscar Type-2 Fuzzy Logic in Control of Nonsmooth Systems