Backstepping control of pure-feedback multi-input extremum seeking system

To solve control problems of pure-feedback multi-input extremum seeking systems based on state feasible domain constraint, extremum seeking method, backstepping control and adaptive control were combined. Firstly, system states’ extremum reference trajectory was designed by extremum seeking method. Secondly, the controller was designed by appropriate Lyapunov function selected by backstepping control method. At last, unknown parameters estimation law was designed by adaptive control method. Objective function extremum was searched under the condition of feasible region constraint was satisfied. Simulation result shows that the proposed design method is effective.

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Publication Details

Published
2024-12-27
DOI
https://doi.org/10.1109/ic2ecs64405.2024.10928567
Primary Topic
Extremum Seeking Control Systems
Type
article
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article

Backstepping control of pure-feedback multi-input extremum seeking system

Lei Zhang, Yalei Liu
Extremum Seeking Control Systems
article

Backstepping control of pure-feedback multi-input extremum seeking system

Lei Zhang, Yalei Liu
article en

Abstract

To solve control problems of pure-feedback multi-input extremum seeking systems based on state feasible domain constraint, extremum seeking method, backstepping control and adaptive control were combined. Firstly, system states’ extremum reference trajectory was designed by extremum seeking method. Secondly, the controller was designed by appropriate Lyapunov function selected by backstepping control method. At last, unknown parameters estimation law was designed by adaptive control method. Objective function extremum was searched under the condition of feasible region constraint was satisfied. Simulation result shows that the proposed design method is effective.

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Extremum Seeking Control Systems
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Backstepping control of pure-feedback multi-input extremum seeking system — Lei Zhang, Yalei Liu · (2024) | TGRS Research Map | TGRS