Adaptive Output Regulation for an Unstable Wave Equation

ABSTRACT In this work, we investigate the error feedback regulator problem for an unstable wave equation in which the output is anti‐collocated with the control input, and all feasible channels have disturbance. Through the implementation of a variable transformation, an auxiliary system is derived where the measured error serves as its boundary output, and all unknown disturbances are positioned at the output terminal. Afterward, an adaptive observer is developed to estimate the state of the auxiliary system, as well as the unknown amplitudes of the disturbance and reference signals, depending on the tracking error. We construct an auxiliary system for this observer, wherein all disturbance estimation terms are consolidated at the end alongside the control. By the backstepping method, the final regulator is obtained which is proved to be applicable. Numerical results are shown for the main results.

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Publication Details

Journal
International Journal of Adaptive Control and Signal Processing
Published
2025-08-26
DOI
https://doi.org/10.1002/acs.4071
Citations
1
Primary Topic
Stability and Controllability of Differential Equations
Type
article
Field-Weighted Citation Impact
1.21

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article

Adaptive Output Regulation for an Unstable Wave Equation

Hua‐Cheng Zhou, Bing‐Sen Li
1 citations
International Journal of Adaptive Control and Signal Processing
Stability and Controllability of Differential Equations
1.21
article

Adaptive Output Regulation for an Unstable Wave Equation

Hua‐Cheng Zhou, Bing‐Sen Li
article en
1 citations

Abstract

ABSTRACT In this work, we investigate the error feedback regulator problem for an unstable wave equation in which the output is anti‐collocated with the control input, and all feasible channels have disturbance. Through the implementation of a variable transformation, an auxiliary system is derived where the measured error serves as its boundary output, and all unknown disturbances are positioned at the output terminal. Afterward, an adaptive observer is developed to estimate the state of the auxiliary system, as well as the unknown amplitudes of the disturbance and reference signals, depending on the tracking error. We construct an auxiliary system for this observer, wherein all disturbance estimation terms are consolidated at the end alongside the control. By the backstepping method, the final regulator is obtained which is proved to be applicable. Numerical results are shown for the main results.

International Journal of Adaptive Control and Signal ProcessingVol. 39(12)
Central South University (CN), Tel Aviv University (IL)
National Natural Science Foundation of China
Openalex Percentile: Top 18%
Stability and Controllability of Differential Equations
1.21
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Adaptive Output Regulation for an Unstable Wave Equation — Hua‐Cheng Zhou, Bing‐Sen Li · International Journal of Adaptive Control and Signal Processing (2025) | TGRS Research Map | TGRS