Neural Network Control: Theory and Applications (Csi, Control and Signal/Image Processing Series)

Huang, Sunan; Tan, Kok Kiong; Tang, Kok Zuea; Huang, Susan

ISBN 10: 0863802850 / ISBN 13: 9780863802850

Published by Research Studies Pr Ltd, 2004

About this Item

Seller Inventory # SHUB139897

Bibliographic Details

• Title: Neural Network Control: Theory and Applications (Csi, Control and Signal/Image Processing Series)
• Publisher: Research Studies Pr Ltd
• Publication Date: 2004
• Language: English
• ISBN 10: 0863802850
• ISBN 13: 9780863802850
• Binding: Hardcover
• Condition: New

About this title

Synopsis

This book provides a systematic treatment of a general and streamlined design procedure for neural network (NN) control schemes. Stability proofs and transient performance guarantees are presented which illustrate the superior efficiency of the NN controllers over other design techniques when the system is unknown. Four main schemes for advanced neural network control are addressed in this book, including NN model-based control, direct adaptive NN control - including state feedback, observer design and decentralized control, adaptive backstopping NN control, adaptive NN control of robot manipulators.