Communications in Nonlinear Science and Numerical Simulation, ( ISI ), Volume (15), No (8), Year (2010-5) , Pages (2206-2221)

Title : ( Adaptive fuzzy output feedback control for a class of uncertain nonlinear systems with unknown backlash-like hysteresis )

Authors: Reza Shahnazi , Naser Pariz , Ali Vahidian Kamyad ,

Citation: BibTeX | EndNote

Abstract

An output feedback controller is proposed for a class of uncertain nonlinear systems pre- ceded by unknown backlash-like hysteresis, where the hysteresis is modeled by a differen- tial equation. The unknown nonlinear functions are approximated by fuzzy systems based on universal approximation theorem, where both the premise and the consequent parts of the fuzzy rules are tuned with adaptive schemes. The proposed approach does not need the availability of the states, which is essential in practice, and uses an observer to estimate the states. An adaptive robust structure is used to cope with lumped uncertainties generated by state estimation error, approximation error of fuzzy systems and external disturbances. Due to its adaptive structure the bound of lumped uncertainties does not need to be known and at the same time the chattering is attenuated effectively. The strictly positive real (SPR) Lyapunov synthesis approach is used to guarantee asymptotic stability of the closed-loop system. In order to show the effectiveness of the proposed method simulation results are illustrated.

Keywords

, Adaptive control Backlash, like hysteresi Fuzzy approximators Output feedback contr Uncertainty
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@article{paperid:1012493,
author = {Shahnazi, Reza and Pariz, Naser and Vahidian Kamyad, Ali},
title = {Adaptive fuzzy output feedback control for a class of uncertain nonlinear systems with unknown backlash-like hysteresis},
journal = {Communications in Nonlinear Science and Numerical Simulation},
year = {2010},
volume = {15},
number = {8},
month = {May},
issn = {1007-5704},
pages = {2206--2221},
numpages = {15},
keywords = {Adaptive control Backlash-like hysteresi Fuzzy approximators Output feedback contr Uncertainty},
}

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%0 Journal Article
%T Adaptive fuzzy output feedback control for a class of uncertain nonlinear systems with unknown backlash-like hysteresis
%A Shahnazi, Reza
%A Pariz, Naser
%A Vahidian Kamyad, Ali
%J Communications in Nonlinear Science and Numerical Simulation
%@ 1007-5704
%D 2010

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