Fully Tuned Radial Basis Function Neural Networks for Flight Control

Name: Fully Tuned Radial Basis Function Neural Networks for Flight Control
SKU: 8964241
Price: 448.00 NZD
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Format:

Paperback / softback

Series:

The International Series on Asian Studies in Computer and Information Science

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Description

Fully Tuned Radial Basis Function Neural Networks for Flight Control presents the use of the Radial Basis Function (RBF) neural networks for adaptive control of nonlinear systems with emphasis on flight control applications. A Lyapunov synthesis approach is used to derive the tuning rules for the RBF controller parameters in order to guarantee the stability of the closed loop system. Unlike previous methods that tune only the weights of the RBF network, this book presents the derivation of the tuning law for tuning the centers, widths, and weights of the RBF network, and compares the results with existing algorithms. It also includes a detailed review of system identification, including indirect and direct adaptive control of nonlinear systems using neural networks. Fully Tuned Radial Basis Function Neural Networks for Flight Control is an excellent resource for professionals using neural adaptive controllers for flight control applications.

Release date NZ

December 7th, 2010

Author

Audience

Professional & Vocational

Edition

Softcover reprint of hardcover 1st ed. 2002

Illustrations

XVI, 158 p.

Pages

158

Series

The International Series on Asian Studies in Computer and Information Science

Dimensions

156x234x9

ISBN-13

9781441949158

Product ID

8964241

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