Multiscale Chebyshev Neural Network Identification and Adaptive Control for Backlash-Like Hysteresis System

An adaptive control based on a new Multiscale Chebyshev Neural Network (MSCNN) identification is proposed for the backlash-like hysteresis nonlinearity system in this paper. Firstly, a MSCNN is introduced to approximate the backlash-like nonlinearity of the system, and then, the Lyapunov theorem ass...

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Bibliographic Details
Main Authors: Xuehui Gao, Ruiguo Liu
Format: Article
Language:English
Published: Hindawi-Wiley 2018-01-01
Series:Complexity
Online Access:http://dx.doi.org/10.1155/2018/1872493