Adaptive Neural Network Control of Robotic Manipulators

S. S. Ge, T. H. Lee, C. J. Harris

ISBN 10: 981023452X / ISBN 13: 9789810234522

Verlag: World Scientific Publishing Co Pte Ltd, 1998

Beschreibung

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Bestandsnummer des Verkäufers 10783597

Bibliografische Details

• Titel: Adaptive Neural Network Control of Robotic Manipulators
• Verlag: World Scientific Publishing Co Pte Ltd
• Erscheinungsjahr: 1998
• Sprache: Englisch
• ISBN-10: 981023452X
• ISBN-13: 9789810234522
• Einband: hardcover
• Zustand: Very Good

Über diesen Titel

Inhaltsangabe

Recently, there has been considerable research interest in neural network control of robots, and satisfactory results have been obtained in solving some of the special issues associated with the problems of robot control in an "on-and-off" fashion. This book is dedicated to issues on adaptive control of robots based on neural networks. The text has been carefully tailored to (i) give a comprehensive study of robot dynamics, (ii) present structured network models for robots, and (iii) provide systematic approaches for neural network based adaptive controller design for rigid robots, flexible joint robots, and robots in constraint motion. Rigorous proof of the stability properties of adaptive neural network controllers is provided. Simulation examples are also presented to verify the effectiveness of the controllers, and practical implementation issues associated with the controllers are also discussed.