Distributed Observer for Descriptor Linear System: The Luenberger Observer Method

This paper concerns the distributed observer for the descriptor linear system. Unlike centralized descriptor system observers, in the case of distributed observers, each agent either finds it difficult to independently eliminate impulses, or the observer dynamics after eliminating pulses cannot be implemented. To overcome this issue, this paper develops the structure of the distributed observer in two different scenarios, and the observer parameters are presented through a novel design. Moreover, we provide two implementation methods for distributed observer in different scenarios. As a result, each local observer has the ability to reconstruct the states of the underlying system, including its impulse phenomenon. Finally, simulation results verify the validity of our results.

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Publication Details

Journal
IEEE Transactions on Control of Network Systems
Published
2025-05-16
DOI
https://doi.org/10.1109/tcns.2025.3570927
Citations
3
Primary Topic
Advanced Control Systems Optimization
Type
article
Field-Weighted Citation Impact
3.64
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article

Distributed Observer for Descriptor Linear System: The Luenberger Observer Method

Shuai Liu, Haotian Xu
3 citations
IEEE Transactions on Control of Network Systems
Advanced Control Systems Optimization
3.64
article

Distributed Observer for Descriptor Linear System: The Luenberger Observer Method

Shuai Liu, Haotian Xu
article en
3 citations

Abstract

This paper concerns the distributed observer for the descriptor linear system. Unlike centralized descriptor system observers, in the case of distributed observers, each agent either finds it difficult to independently eliminate impulses, or the observer dynamics after eliminating pulses cannot be implemented. To overcome this issue, this paper develops the structure of the distributed observer in two different scenarios, and the observer parameters are presented through a novel design. Moreover, we provide two implementation methods for distributed observer in different scenarios. As a result, each local observer has the ability to reconstruct the states of the underlying system, including its impulse phenomenon. Finally, simulation results verify the validity of our results.

IEEE Transactions on Control of Network SystemsVol. 12(3)
Shandong University (CN)
Openalex Percentile: Top 7%
Advanced Control Systems Optimization
3.64
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Distributed Observer for Descriptor Linear System: The Luenberger Observer Method — Shuai Liu, Haotian Xu · IEEE Transactions on Control of Network Systems (2025) | TGRS Research Map | TGRS