Fully Tuned Radial Basis Function Neural Networks for Flight Control formatIsbn:Softcover - 9781441949158 war mir an die Stelle

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Fully Tuned Radial Basis Function Neural Networks for Flight Control formatIsbn:Softcover - 9781441949158 war mir an die StelleFully 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