Adaptive linearizing control with neural-network-based hybrid models

A nonlinear control strategy involving a geometric feedback controller utilizing linearized models and neural networks, approximating the higher order terms, is presented. Online adaptation of the network is performed using steepest descent with a dead zone function. Closed-loop Lyapunov stability a...

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Bibliographic Details
Main Authors: Hussain, Mohd Azlan, Ho, P.Y., Allwright, J.C.
Format: Article
Published: American Chemical Society 2001
Subjects: