Adaptive Neural Network Motion Control of Manipulators with Experimental Evaluations

A nonlinear proportional-derivative controller plus adaptive neuronal network compensation is proposed. With the aim of estimating the desired torque, a two-layer neural network is used. Then, adaptation laws for the neural network weights are derived. Asymptotic convergence of the position and velo...

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Bibliographic Details
Main Authors: S. Puga-Guzmán, J. Moreno-Valenzuela, V. Santibáñez
Format: Article
Language:English
Published: Hindawi Limited 2014-01-01
Series:The Scientific World Journal
Online Access:http://dx.doi.org/10.1155/2014/694706