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Fully Tuned Radial Basis Function Neural Networks for Flight Control
. Ed(S): Sundararajan, N.; Saratchandran, P.; Yan, Li
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Description for Fully Tuned Radial Basis Function Neural Networks for Flight Control
Hardback. Presents the use of the Radial Basis Function (RBF) neural networks for adaptive control of nonlinear systems with emphasis on flight control applications. This work also includes a detailed review of system identification, including indirect and direct adaptive control of nonlinear systems using neural networks. Editor(s): Sundararajan, N.; Saratchandran, P.; Yan, Li. Series: The International Series on Asian Studies in Computer and Information Science. Num Pages: 174 pages, biography. BIC Classification: TJFM; UYQN. Category: (P) Professional & Vocational; (UP) Postgraduate, Research & Scholarly. Dimension: 234 x 156 x 11. Weight in Grams: 950.
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, ... Read more
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, ... Read more
Product Details
Format
Hardback
Publication date
2001
Publisher
Kluwer Academic Publishers United States
Number of pages
174
Condition
New
Series
The International Series on Asian Studies in Computer and Information Science
Number of Pages
158
Place of Publication
Dordrecht, Netherlands
ISBN
9780792375180
SKU
V9780792375180
Shipping Time
Usually ships in 15 to 20 working days
Ref
99-15
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