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Adaptive Fuzzy Control for Nonlinear Networked Control Systems.

Authors :
Wu, Chengwei
Liu, Jianxing
Jing, Xingjian
Li, Hongyi
Wu, Ligang
Source :
IEEE Transactions on Systems, Man & Cybernetics. Systems. Aug2017, Vol. 47 Issue 8, p2420-2430. 11p.
Publication Year :
2017

Abstract

This paper studies the problem of adaptive fuzzy control for a category of single-input single-output nonlinear networked control systems with network-induced delay and data loss based on adaptive backstepping control approach. Fuzzy logic systems are used to approximate the unknown nonlinear characteristics existing in the system, while Pade approximation is introduced to handle network-induced delay. Data loss occurs intermittently and stochastically in the data transmitting process, which is regarded as the delay in the controller design. In the framework of adaptive fuzzy backstepping technique, a novel state-feedback adaptive controller is constructed to ensure all signals in the resulting closed-loop system to be bounded and the state variables can be regulated to the origin. Finally, two examples are given to show the validity of the proposed results. [ABSTRACT FROM PUBLISHER]

Details

Language :
English
ISSN :
21682216
Volume :
47
Issue :
8
Database :
Academic Search Index
Journal :
IEEE Transactions on Systems, Man & Cybernetics. Systems
Publication Type :
Academic Journal
Accession number :
124252404
Full Text :
https://doi.org/10.1109/TSMC.2017.2678760