Download Fully Tuned Radial Basis Function Neural Networks for Flight by N. Sundararajan,P. Saratchandran,Yan Li PDF

By N. Sundararajan,P. Saratchandran,Yan Li

Fully Tuned Radial foundation functionality Neural Networks for Flight Control provides using the Radial foundation functionality (RBF) neural networks for adaptive regulate of nonlinear platforms with emphasis on flight regulate purposes. A Lyapunov synthesis procedure is used to derive the tuning ideas for the RBF controller parameters on the way to warrantly the soundness of the closed loop process. in contrast to prior equipment that music basically the weights of the RBF community, this e-book provides the derivation of the tuning legislations for tuning the facilities, widths, and weights of the RBF community, and compares the implications with current algorithms. it's also an in depth evaluation of approach identity, together with oblique and direct adaptive keep an eye on of nonlinear structures utilizing neural networks.
Fully Tuned Radial foundation functionality Neural Networks for Flight Control is a wonderful source for execs utilizing neural adaptive controllers for flight keep watch over applications.

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