Reliability Analysis of Multistate Sensor Array System Based on Sequential Binary Decision Diagram

The inclusion of overlay structures in sensor array systems is important for improving system reliability, yet it becomes more challenging when conducting reliability analysis. This paper addresses this challenge by separately modeling the reliability of detectable and unknown fault states in the sensor array system. Additionally, this paper introduces temporal logic into the analysis method for the sensor array system. Furthermore, the logical structure of the system is represented using a dynamic fault tree (DFT), and sequential binary decision diagrams (SBDDs) are utilized for system reliability analysis. To enhance system reliability, an incomplete coverage structure with redundant primary sensor units is added to the existing sensor array system. Finally, simulation results are presented to demonstrate the effectiveness of the proposed method.

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Publication Details

Journal
Journal of Sensors
Published
2025-01-01
DOI
https://doi.org/10.1155/js/2217351
Primary Topic
Fault Detection and Control Systems
Type
article
Field-Weighted Citation Impact
0.00

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article

Reliability Analysis of Multistate Sensor Array System Based on Sequential Binary Decision Diagram

Liwei Chen, Jie Ren, Chen Wei, Marc Le Du et al.
1 links
Journal of Sensors
Fault Detection and Control Systems
article

Reliability Analysis of Multistate Sensor Array System Based on Sequential Binary Decision Diagram

Liwei Chen, Jie Ren, Chen Wei, Marc Le Du, YY Ma
article en

Abstract

The inclusion of overlay structures in sensor array systems is important for improving system reliability, yet it becomes more challenging when conducting reliability analysis. This paper addresses this challenge by separately modeling the reliability of detectable and unknown fault states in the sensor array system. Additionally, this paper introduces temporal logic into the analysis method for the sensor array system. Furthermore, the logical structure of the system is represented using a dynamic fault tree (DFT), and sequential binary decision diagrams (SBDDs) are utilized for system reliability analysis. To enhance system reliability, an incomplete coverage structure with redundant primary sensor units is added to the existing sensor array system. Finally, simulation results are presented to demonstrate the effectiveness of the proposed method.

Journal of SensorsVol. 2025(1)
PLA Information Engineering University (CN), Zhengzhou University (CN), Henan Institute of Technology (CN)
Henan Office of Philosophy and Social Science, Jilin Office of Philosophy and Social Science
Openalex Percentile: Top 92%
Fault Detection and Control Systems
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Reliability Analysis of Multistate Sensor Array System Based on Sequential Binary Decision Diagram — Liwei Chen, Jie Ren, et al. · Journal of Sensors (2025) | TGRS Research Map | TGRS