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Event-Triggered Adaptive Fuzzy Tracking Control for Nonlinear Systems With Unknown Control Directions.

Authors :
Li, Baomin
Xia, Jianwei
Su, Shun-Feng
Sun, Wei
Zhang, Huasheng
Source :
IEEE Transactions on Systems, Man & Cybernetics. Systems; Jul2022, Vol. 52 Issue 7, p4648-4657, 10p
Publication Year :
2022

Abstract

This article addresses an event-triggered adaptive fuzzy tracking control problem for nonlinear systems with unknown control directions. To achieve the practical tracking, fuzzy logic systems are employed to approximate unknown nonlinear function. Nussbaum functions are adopted to address the problem of the unknown control directions. The newly designed controller not only guarantees the tracking error that converges to an arbitrary small neighborhood near the zero but also reduces the communication burden from the controller to the actuator. Moreover, the feasibility of the proposed event-triggered mechanism is verified by excluding Zeno behavior. Finally, the simulation result proves the effectiveness of the designed control scheme. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
21682216
Volume :
52
Issue :
7
Database :
Complementary Index
Journal :
IEEE Transactions on Systems, Man & Cybernetics. Systems
Publication Type :
Academic Journal
Accession number :
157490347
Full Text :
https://doi.org/10.1109/TSMC.2021.3099808