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Event-Triggered Adaptive Neural Control for Fractional-Order Nonlinear Systems Based on Finite-Time Scheme.

Authors :
Li, Yuan-Xin
Wei, Ming
Tong, Shaocheng
Source :
IEEE Transactions on Cybernetics; Sep2022, Vol. 52 Issue 9, p9481-9489, 9p
Publication Year :
2022

Abstract

This article addresses the finite-time event-triggered adaptive neural control for fractional-order nonlinear systems. Based on the backstepping technique, a novel adaptive event-triggered control scheme is proposed, and finite-time stability criteria are introduced with the aim to ensure that the tracking error enters into a small region around the origin in finite time. Finally, the stability of the closed-loop system is ensured via a fractional Lyapunov function theory and two simulation examples were used to prove the validity of the designed control scheme. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
21682267
Volume :
52
Issue :
9
Database :
Complementary Index
Journal :
IEEE Transactions on Cybernetics
Publication Type :
Academic Journal
Accession number :
158649671
Full Text :
https://doi.org/10.1109/TCYB.2021.3056990