Observer-Based Control of Networked Periodic Piecewise Systems With Encoding–Decoding Mechanism

This article deals with the observer-based control problem of networked periodic piecewise systems under encoding-decoding frameworks. An encoder with a uniform quantizer, which can compress and encrypt data, is provided to process the measurements from the sensors. The processed data is transmitted over the network to the decoder to recover the original data and then to the remote control station, thereby reducing the communication burden and ensuring data security. Then, by constructing the periodic Lyapunov function with linear interpolation terms, exploiting an effective technique-singular value decomposition-sufficient conditions with linear matrix inequality (LMI) constraints for selecting the observer and controller parameters are derived to achieve the exponentially ultimate boundedness of closed-loop systems. Moreover, to eliminate extra steady-state errors caused by encoding-decoding mechanisms (EDMs), a dynamic quantization factor that can make the asymptotic upper bound tend to zero is designed. Finally, numerical examples are provided to illustrate the effectiveness of the derived theoretical results.

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Publication Details

Journal
IEEE Transactions on Cybernetics
Published
2025-03-12
DOI
https://doi.org/10.1109/tcyb.2025.3543878
Citations
1
Primary Topic
Extremum Seeking Control Systems
Type
article
Field-Weighted Citation Impact
1.21

Funders

Controls
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article

Observer-Based Control of Networked Periodic Piecewise Systems With Encoding–Decoding Mechanism

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IEEE Transactions on Cybernetics
Extremum Seeking Control Systems
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article

Observer-Based Control of Networked Periodic Piecewise Systems With Encoding–Decoding Mechanism

Wen Yang, Chun‐Yi Su, Xiaofan Wang, Yun Liu, Yue Luo
article en
1 citations

Abstract

This article deals with the observer-based control problem of networked periodic piecewise systems under encoding-decoding frameworks. An encoder with a uniform quantizer, which can compress and encrypt data, is provided to process the measurements from the sensors. The processed data is transmitted over the network to the decoder to recover the original data and then to the remote control station, thereby reducing the communication burden and ensuring data security. Then, by constructing the periodic Lyapunov function with linear interpolation terms, exploiting an effective technique-singular value decomposition-sufficient conditions with linear matrix inequality (LMI) constraints for selecting the observer and controller parameters are derived to achieve the exponentially ultimate boundedness of closed-loop systems. Moreover, to eliminate extra steady-state errors caused by encoding-decoding mechanisms (EDMs), a dynamic quantization factor that can make the asymptotic upper bound tend to zero is designed. Finally, numerical examples are provided to illustrate the effectiveness of the derived theoretical results.

IEEE Transactions on CyberneticsVol. 55(6)
East China University of Science and Technology (CN), Concordia University (CA), Shanghai Institute of Technology (CN)
National Natural Science Foundation of China, Basic and Applied Basic Research Foundation of Guangdong Province
Openalex Percentile: Top 24%
Extremum Seeking Control Systems
1.21
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