Adaptive Fuzzy Backstepping Control for Itô-Type Nonlinear Switched Systems Subject to Unknown Hysteresis Input

The adaptive fuzzy backstepping control problem is studied for Itô-type nonlinear switched systems subject to unknown hysteresis input. Compared with existing works, the unknown hysteresis and stochastic disturbances are considered in the pure-feedback switched systems. The mean value theorem tackle...

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Vydané v:Mathematics (Basel) Ročník 12; číslo 7; s. 1070
Hlavní autori: Wan, Xiaohe, Li, Yan
Médium: Journal Article
Jazyk:English
Vydavateľské údaje: Basel MDPI AG 01.04.2024
Predmet:
Adaptive control
adaptive fuzzy control
Analysis
backstepping technique
Control
Controllers
Design
Differential calculus
Fuzzy algorithms
Fuzzy control
Fuzzy logic
Fuzzy sets
Fuzzy systems
Hysteresis
Influence
Investigations
Methods
Neural networks
Nonlinear control
nonlinear stochastic switched systems
Nonlinear systems
Nonlinear theories
Switches
Tracking errors
unknown hysteresis
China
ISSN:2227-7390, 2227-7390
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Abstract The adaptive fuzzy backstepping control problem is studied for Itô-type nonlinear switched systems subject to unknown hysteresis input. Compared with existing works, the unknown hysteresis and stochastic disturbances are considered in the pure-feedback switched systems. The mean value theorem tackles the non-affine functions. The backstepping technique introduces an auxiliary virtual controller. In addition, the Nussbaum function is employed to solve the difficulty caused by the unknown hysteresis under arbitrary switching. Based on a fuzzy logic system and backstepping technique, a new adaptive control proposal is obtained, which ensures that the system states satisfy semiglobally uniformly ultimately bounded (SGUUB) in probability and that the tracking error converges to a region of the origin. Finally, we provide two examples to show the validity of the presented scheme.
AbstractList The adaptive fuzzy backstepping control problem is studied for Itô-type nonlinear switched systems subject to unknown hysteresis input. Compared with existing works, the unknown hysteresis and stochastic disturbances are considered in the pure-feedback switched systems. The mean value theorem tackles the non-affine functions. The backstepping technique introduces an auxiliary virtual controller. In addition, the Nussbaum function is employed to solve the difficulty caused by the unknown hysteresis under arbitrary switching. Based on a fuzzy logic system and backstepping technique, a new adaptive control proposal is obtained, which ensures that the system states satisfy semiglobally uniformly ultimately bounded (SGUUB) in probability and that the tracking error converges to a region of the origin. Finally, we provide two examples to show the validity of the presented scheme.
Audience Academic
Author Li, Yan
Wan, Xiaohe
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  fullname: Li, Yan
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CitedBy_id crossref_primary_10_3390_math12121914
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Snippet The adaptive fuzzy backstepping control problem is studied for Itô-type nonlinear switched systems subject to unknown hysteresis input. Compared with existing...
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SubjectTerms Adaptive control
adaptive fuzzy control
Analysis
backstepping technique
Control
Controllers
Design
Differential calculus
Fuzzy algorithms
Fuzzy control
Fuzzy logic
Fuzzy sets
Fuzzy systems
Hysteresis
Influence
Investigations
Methods
Neural networks
Nonlinear control
nonlinear stochastic switched systems
Nonlinear systems
Nonlinear theories
Switches
Tracking errors
unknown hysteresis
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Title Adaptive Fuzzy Backstepping Control for Itô-Type Nonlinear Switched Systems Subject to Unknown Hysteresis Input
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