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Adaptive fuzzy fixed‐time tracking control of nonlinear systems with unmodeled dynamics.

Authors :
Ai, Ze
Wang, Huanqing
Shen, Haikuo
Source :
International Journal of Adaptive Control & Signal Processing. Aug2024, Vol. 38 Issue 8, p2915-2929. 15p.
Publication Year :
2024

Abstract

Summary: The problem of adaptive fuzzy fixed‐time tracking control based on a category of nonlinear systems with unmodeled dynamics and dynamic disturbances is investigated in this article. By introducing the novel fixed‐time dynamic signal, the unmodeled dynamics can be disposed of. On the basis of the fuzzy logic systems (FLSs) and adaptive backstepping technology, the disposing difficulty of the unknown nonlinear portions is reduced. Then, all signals in the closed‐loop system are ensured to be bounded under the fixed‐time Lyapunov stability theory. Simultaneously, the tracking error converges to a small neighborhood of the origin. Eventually, simulation consequences reveal the validity of the presented control method. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
08906327
Volume :
38
Issue :
8
Database :
Academic Search Index
Journal :
International Journal of Adaptive Control & Signal Processing
Publication Type :
Academic Journal
Accession number :
178945053
Full Text :
https://doi.org/10.1002/acs.3850