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Fuzzy finite‐time adaptive control of switched nonlinear systems with input nonlinearities.

Authors :
Wang, Huanqing
Tong, Miao
Source :
International Journal of Adaptive Control & Signal Processing. Jul2024, Vol. 38 Issue 7, p2570-2587. 18p.
Publication Year :
2024

Abstract

Summary: This article addresses the fuzzy finite‐time command filtering tracking control problem for switched nonlinear systems with input nonlinearities via using backstepping technique. An equivalent transformation method is proposed for the purpose of handling the impediment problem caused by the nonlinearity of control input. Finite‐time command filtering control technology can solve the "explosion of complexity" issue, which is caused by the multiple derivation of virtual controllers appeared in the classic backstepping control. A filtering compensation scheme is developed to reduce the filtering error. By combining the fuzzy logic system's approximation ability and the finite‐time theory, a new fast convergence adaptive control scheme is proposed so that the output of the system can converge to a small area near the desired signal and the boundedness of all signals of the controlled system can be assured in finite time. Finally, a simulation example successfully verifies the feasibility of the developed control scheme. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
08906327
Volume :
38
Issue :
7
Database :
Academic Search Index
Journal :
International Journal of Adaptive Control & Signal Processing
Publication Type :
Academic Journal
Accession number :
178279514
Full Text :
https://doi.org/10.1002/acs.3819