Adaptive Event-Triggered Output-Feedback Stabilization for a Class of Uncertain Nonlinear Systems With Unknown Control Coefficients

This article investigates the global stabilization problem for a class of nonlinear systems via adaptive event-triggered output-feedback control. The distinguishing feature of the system mainly lies in the unknown control coefficient, the unknown growth rate (UGR) with polynomial-of-output growth (POG), the external disturbances and the unmeasurable states. In order to handle the above uncertainties, a dynamic high-gain and a high-gain-based observer are introduced. Aiming at reducing the computational costs and saving the communication resources, a dynamic event-triggering mechanism (ETM) is provided. An event-triggered controller based on the observer and the dynamic high-gain is designed by the technique of the backstepping and the method of the universal control. It can ensure global boundedness of all the closed-loop system states, and meanwhile, the Zeno behavior is avoided. A practical example is given to illustrate the correctness of the proposed method.

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Publication Details

Journal
IEEE Transactions on Systems Man and Cybernetics Systems
Published
2025-08-29
DOI
https://doi.org/10.1109/tsmc.2025.3598765
Primary Topic
Adaptive Control of Nonlinear Systems
Type
article
Field-Weighted Citation Impact
0.00

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Controls
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article

Adaptive Event-Triggered Output-Feedback Stabilization for a Class of Uncertain Nonlinear Systems With Unknown Control Coefficients

Lei Liang, Xia Huang, Hao Shen, Zhen Wang
IEEE Transactions on Systems Man and Cybernetics Systems
Adaptive Control of Nonlinear Systems
article

Adaptive Event-Triggered Output-Feedback Stabilization for a Class of Uncertain Nonlinear Systems With Unknown Control Coefficients

Lei Liang, Xia Huang, Hao Shen, Zhen Wang
article en

Abstract

This article investigates the global stabilization problem for a class of nonlinear systems via adaptive event-triggered output-feedback control. The distinguishing feature of the system mainly lies in the unknown control coefficient, the unknown growth rate (UGR) with polynomial-of-output growth (POG), the external disturbances and the unmeasurable states. In order to handle the above uncertainties, a dynamic high-gain and a high-gain-based observer are introduced. Aiming at reducing the computational costs and saving the communication resources, a dynamic event-triggering mechanism (ETM) is provided. An event-triggered controller based on the observer and the dynamic high-gain is designed by the technique of the backstepping and the method of the universal control. It can ensure global boundedness of all the closed-loop system states, and meanwhile, the Zeno behavior is avoided. A practical example is given to illustrate the correctness of the proposed method.

IEEE Transactions on Systems Man and Cybernetics SystemsVol. 55(11)
Shandong University of Science and Technology (CN), Anhui University of Technology (CN)
National Natural Science Foundation of China, Natural Science Foundation of Shandong Province
Openalex Percentile: Top 72%
Adaptive Control of Nonlinear Systems
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