A Novel Method to Quantitatively Measure the Capability of Detection System Based on Information Theory

There are a large amount of detection resources in future battlefield. Distributed and networked detection system has become the basic form of future warfare. However, there is no uniform measure and analysis tool for the systematic detection capability. Aiming at the problem, new capability measure method for the detection system is proposed in the paper based on the information theory. With the presented method, the capability of single detection equipment in the detection system is measured based on information entropy. Also, the capability of multiple detection equipments is measured based on joint entropy. In addition, the capability of single equipment’s contribution to detection system is given based on information gain (IG). Meanwhile, these capability measure methods are applied to multi-static radars tracking phase. The results show that the capability measure method is effective and feasible.

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Publication Details

Published
2024-11-22
DOI
https://doi.org/10.1109/icsidp62679.2024.10868121
Primary Topic
Fault Detection and Control Systems
Type
article
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A Novel Method to Quantitatively Measure the Capability of Detection System Based on Information Theory

Renjian Lv, Shude Zhou, Tao Zeng, Mingxing Li et al.
Fault Detection and Control Systems
article

A Novel Method to Quantitatively Measure the Capability of Detection System Based on Information Theory

Renjian Lv, Shude Zhou, Tao Zeng, Mingxing Li, Chunxia Li, Quanhua Liu
article en

Abstract

There are a large amount of detection resources in future battlefield. Distributed and networked detection system has become the basic form of future warfare. However, there is no uniform measure and analysis tool for the systematic detection capability. Aiming at the problem, new capability measure method for the detection system is proposed in the paper based on the information theory. With the presented method, the capability of single detection equipment in the detection system is measured based on information entropy. Also, the capability of multiple detection equipments is measured based on joint entropy. In addition, the capability of single equipment’s contribution to detection system is given based on information gain (IG). Meanwhile, these capability measure methods are applied to multi-static radars tracking phase. The results show that the capability measure method is effective and feasible.

Beijing Institute of Technology (CN), China Electronics Technology Group Corporation (CN)
Openalex Percentile: Top 67%
Fault Detection and Control Systems
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