Fully Tuned Radial Basis Function Neural Networks for Flight Control is popular PDF and ePub book, written by N. Sundararajan in 2013-03-09, it is a fantastic choice for those who relish reading online the Science genre. Let's immerse ourselves in this engaging Science book by exploring the summary and details provided below. Remember, Fully Tuned Radial Basis Function Neural Networks for Flight Control can be Read Online from any device for your convenience.
Fully Tuned Radial Basis Function Neural Networks for Flight Control Book PDF Summary
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.
Detail Book of Fully Tuned Radial Basis Function Neural Networks for Flight Control PDF
- Author : N. Sundararajan
- Release : 09 March 2013
- Publisher : Springer Science & Business Media
- ISBN : 9781475752861
- Genre : Science
- Total Page : 167 pages
- Language : English
- PDF File Size : 14,6 Mb
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