Novel Command‐Filtered Event‐Triggered Control for High‐Frequency Gains Nonlinear Systems Under Multiactuator Constraints

This article proposes an event‐triggered command filtering adaptive fuzzy tracking control strategy for nonlinear systems with multiple unknown high‐frequency gains and actuator constraints. During the design phase, a fuzzy logic system is used to approximate unknown nonlinear functions, whereas a n...

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Published inInternational journal of adaptive control and signal processing Vol. 39; no. 6; pp. 1149 - 1161
Main Authors Jing, Changqi, Liu, Guobao, Li, Shi, Hu, Yifan
Format Journal Article
LanguageEnglish
Published Bognor Regis Wiley Subscription Services, Inc 01.06.2025
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ISSN0890-6327
1099-1115
DOI10.1002/acs.3998

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Abstract This article proposes an event‐triggered command filtering adaptive fuzzy tracking control strategy for nonlinear systems with multiple unknown high‐frequency gains and actuator constraints. During the design phase, a fuzzy logic system is used to approximate unknown nonlinear functions, whereas a novel equivalent transformation technique is introduced to simplify the design complexity of multiple input constraints by converting the input dead zones and saturation nonlinearities into a unified functional form. Subsequently, command filtering technology is used to address the issue of “complexity explosion” in control systems, and two additional adaptive laws are developed to assist in designing the compensation mechanism, which can both handle multiple unknown high‐frequency gains and eliminate the impact of filtering errors on the control performance. Furthermore, a relative threshold event‐triggered controller is developed to decrease data redundancy, and the viability of its triggering mechanism is demonstrated by excluding the Zeno phenomenon. The designed controller can ensure that the tracking error converges to a small vicinity near the origin, while all signals within the closed‐loop system remain bounded. Finally, the effectiveness of the proposed solution is validated through simulation results.
AbstractList This article proposes an event‐triggered command filtering adaptive fuzzy tracking control strategy for nonlinear systems with multiple unknown high‐frequency gains and actuator constraints. During the design phase, a fuzzy logic system is used to approximate unknown nonlinear functions, whereas a novel equivalent transformation technique is introduced to simplify the design complexity of multiple input constraints by converting the input dead zones and saturation nonlinearities into a unified functional form. Subsequently, command filtering technology is used to address the issue of “complexity explosion” in control systems, and two additional adaptive laws are developed to assist in designing the compensation mechanism, which can both handle multiple unknown high‐frequency gains and eliminate the impact of filtering errors on the control performance. Furthermore, a relative threshold event‐triggered controller is developed to decrease data redundancy, and the viability of its triggering mechanism is demonstrated by excluding the Zeno phenomenon. The designed controller can ensure that the tracking error converges to a small vicinity near the origin, while all signals within the closed‐loop system remain bounded. Finally, the effectiveness of the proposed solution is validated through simulation results.
Author Liu, Guobao
Li, Shi
Jing, Changqi
Hu, Yifan
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Snippet This article proposes an event‐triggered command filtering adaptive fuzzy tracking control strategy for nonlinear systems with multiple unknown high‐frequency...
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SubjectTerms Actuators
Complexity
Constraints
Control systems
Controllers
Filtration
Fuzzy logic
Fuzzy systems
Nonlinear control
Nonlinear systems
Nonlinearity
Redundancy
Tracking control
Tracking errors
Title Novel Command‐Filtered Event‐Triggered Control for High‐Frequency Gains Nonlinear Systems Under Multiactuator Constraints
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