A survey on fault detection for networked systems under communication constraints

With the rapid advancement of information technology, the networked systems (NSs) have found extensive application across various fields. As the complexity and scale of NSs continue to increase, the fault detection plays an important role in ensuring the reliable operation of the system and has attracted the attention of scholars. In this paper, the research progress of fault detection (FD) for NSs is reviewed, especially the FD methods in communication-constrained situations. First, the research significance of FD for NSs and the current research hotspots are reviewed. Subsequently, the methods of FD subject to time delay, measurement loss, signal quantization and cyber attack are summarized. Next, for the NSs constrained by communication protocols, the corresponding FD methods are recalled. Then some research results on FD for NSs with finite-time index constraint and memory-scheduled strategy are presented. Finally, the limitations of current FD methods are summarized and the future research directions are pointed out.

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Publication Details

Journal
Systems Science & Control Engineering
Published
2025-02-13
DOI
https://doi.org/10.1080/21642583.2025.2460434
Citations
12
Primary Topic
Fault Detection and Control Systems
Type
article
Field-Weighted Citation Impact
14.57

Funders

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article

A survey on fault detection for networked systems under communication constraints

Weilu Chen, Zhihui Wu, Jun Hu, Siteng Ma
12 citations
Systems Science & Control Engineering
Fault Detection and Control Systems
14.57
article

A survey on fault detection for networked systems under communication constraints

Weilu Chen, Zhihui Wu, Jun Hu, Siteng Ma
article en
12 citations

Abstract

With the rapid advancement of information technology, the networked systems (NSs) have found extensive application across various fields. As the complexity and scale of NSs continue to increase, the fault detection plays an important role in ensuring the reliable operation of the system and has attracted the attention of scholars. In this paper, the research progress of fault detection (FD) for NSs is reviewed, especially the FD methods in communication-constrained situations. First, the research significance of FD for NSs and the current research hotspots are reviewed. Subsequently, the methods of FD subject to time delay, measurement loss, signal quantization and cyber attack are summarized. Next, for the NSs constrained by communication protocols, the corresponding FD methods are recalled. Then some research results on FD for NSs with finite-time index constraint and memory-scheduled strategy are presented. Finally, the limitations of current FD methods are summarized and the future research directions are pointed out.

Systems Science & Control EngineeringVol. 13(1)
Harbin University of Science and Technology (CN), Beijing Institute of Graphic Communication (CN)
Alexander von Humboldt-Stiftung, Beijing Institute of Graphic Communication, Beijing Municipal Natural Science Foundation
Openalex Percentile: Top 1%
Fault Detection and Control Systems
14.57
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