Neural feedback linearization adaptive control for affine nonlinear systems based on neural network estimator

In this work, we introduce an adaptive neural network controller for a class of nonlinear systems. The approach uses two Radial Basis Functions, RBF networks. The first RBF network is used to approximate the ideal control law which cannot be implemented since the dynamics of the system are...

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Bibliographic Details
Main Authors: Bahita Mohamed, Belarbi Khaled
Format: Article
Language:English
Published: Faculty of Technical Sciences in Cacak 2011-01-01
Series:Serbian Journal of Electrical Engineering
Subjects:
Online Access:http://www.doiserbia.nb.rs/img/doi/1451-4869/2011/1451-48691103307B.pdf