A new method to air target threat evaluation based on Dempster-Shafer evidence theory

Haibin Liu; Zeyu Ma; Xinyang Deng; Wen Jiang

doi:10.1109/CCDC.2018.8407546

A new method to air target threat evaluation based on Dempster-Shafer evidence theory

Haibin Liu, Zeyu Ma, Xinyang Deng, Wen Jiang

School of Electronics and Information

Northwestern Polytechnical University Xian

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

7 Scopus citations

Abstract

As a core problem for air defense decision-making, air target threat evaluation has a great strategic significance because an accurate and reasonable evaluation result of air target threat can significantly improve the combat efficiency especially in the multiobjective environment. However with many new weapons appearing, the battlefield situation is becoming more and more complex and uncertain.In this paper, a new method for air target threat evaluation based on Dempster-Shafer evidence theory is proposed. The method use trapezoidal fuzzy number to obtain the every target' threat degree which can be seen as an evidence. And the weight of each evidence is derived by simultaneously considering its uncertainty (i.e. the entropy of evidence) and correlation with other evidences (i.e. the correlation coefficient with other evidences). The value of air target threat evaluation is obtained by D-S evidence theory. Finally, an illustrative example and a comparison with another approach are given to show the effectiveness of the proposed approach.

Original language	English
Title of host publication	Proceedings of the 30th Chinese Control and Decision Conference, CCDC 2018
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	2504-2508
Number of pages	5
ISBN (Electronic)	9781538612439
DOIs	https://doi.org/10.1109/CCDC.2018.8407546
State	Published - 6 Jul 2018
Event	30th Chinese Control and Decision Conference, CCDC 2018 - Shenyang, China Duration: 9 Jun 2018 → 11 Jun 2018

Publication series

Name	Proceedings of the 30th Chinese Control and Decision Conference, CCDC 2018

Conference

Conference	30th Chinese Control and Decision Conference, CCDC 2018
Country/Territory	China
City	Shenyang
Period	9/06/18 → 11/06/18

Keywords

Air Target Threat Evaluation
Corrrelation Coefficient of Evidence
Dempster-Shafer Evidence Theory
Deng Entropy
Trapezoidal Fuzzy Number

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10.1109/CCDC.2018.8407546

Cite this

Liu, H., Ma, Z., Deng, X., & Jiang, W. (2018). A new method to air target threat evaluation based on Dempster-Shafer evidence theory. In Proceedings of the 30th Chinese Control and Decision Conference, CCDC 2018 (pp. 2504-2508). (Proceedings of the 30th Chinese Control and Decision Conference, CCDC 2018). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/CCDC.2018.8407546

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title = "A new method to air target threat evaluation based on Dempster-Shafer evidence theory",

abstract = "As a core problem for air defense decision-making, air target threat evaluation has a great strategic significance because an accurate and reasonable evaluation result of air target threat can significantly improve the combat efficiency especially in the multiobjective environment. However with many new weapons appearing, the battlefield situation is becoming more and more complex and uncertain.In this paper, a new method for air target threat evaluation based on Dempster-Shafer evidence theory is proposed. The method use trapezoidal fuzzy number to obtain the every target' threat degree which can be seen as an evidence. And the weight of each evidence is derived by simultaneously considering its uncertainty (i.e. the entropy of evidence) and correlation with other evidences (i.e. the correlation coefficient with other evidences). The value of air target threat evaluation is obtained by D-S evidence theory. Finally, an illustrative example and a comparison with another approach are given to show the effectiveness of the proposed approach.",

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Liu, H, Ma, Z, Deng, X & Jiang, W 2018, A new method to air target threat evaluation based on Dempster-Shafer evidence theory. in Proceedings of the 30th Chinese Control and Decision Conference, CCDC 2018. Proceedings of the 30th Chinese Control and Decision Conference, CCDC 2018, Institute of Electrical and Electronics Engineers Inc., pp. 2504-2508, 30th Chinese Control and Decision Conference, CCDC 2018, Shenyang, China, 9/06/18. https://doi.org/10.1109/CCDC.2018.8407546

A new method to air target threat evaluation based on Dempster-Shafer evidence theory. / Liu, Haibin; Ma, Zeyu; Deng, Xinyang et al.
Proceedings of the 30th Chinese Control and Decision Conference, CCDC 2018. Institute of Electrical and Electronics Engineers Inc., 2018. p. 2504-2508 (Proceedings of the 30th Chinese Control and Decision Conference, CCDC 2018).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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AU - Liu, Haibin

AU - Ma, Zeyu

AU - Deng, Xinyang

AU - Jiang, Wen

PY - 2018/7/6

Y1 - 2018/7/6

N2 - As a core problem for air defense decision-making, air target threat evaluation has a great strategic significance because an accurate and reasonable evaluation result of air target threat can significantly improve the combat efficiency especially in the multiobjective environment. However with many new weapons appearing, the battlefield situation is becoming more and more complex and uncertain.In this paper, a new method for air target threat evaluation based on Dempster-Shafer evidence theory is proposed. The method use trapezoidal fuzzy number to obtain the every target' threat degree which can be seen as an evidence. And the weight of each evidence is derived by simultaneously considering its uncertainty (i.e. the entropy of evidence) and correlation with other evidences (i.e. the correlation coefficient with other evidences). The value of air target threat evaluation is obtained by D-S evidence theory. Finally, an illustrative example and a comparison with another approach are given to show the effectiveness of the proposed approach.

AB - As a core problem for air defense decision-making, air target threat evaluation has a great strategic significance because an accurate and reasonable evaluation result of air target threat can significantly improve the combat efficiency especially in the multiobjective environment. However with many new weapons appearing, the battlefield situation is becoming more and more complex and uncertain.In this paper, a new method for air target threat evaluation based on Dempster-Shafer evidence theory is proposed. The method use trapezoidal fuzzy number to obtain the every target' threat degree which can be seen as an evidence. And the weight of each evidence is derived by simultaneously considering its uncertainty (i.e. the entropy of evidence) and correlation with other evidences (i.e. the correlation coefficient with other evidences). The value of air target threat evaluation is obtained by D-S evidence theory. Finally, an illustrative example and a comparison with another approach are given to show the effectiveness of the proposed approach.

KW - Air Target Threat Evaluation

KW - Corrrelation Coefficient of Evidence

KW - Dempster-Shafer Evidence Theory

KW - Deng Entropy

KW - Trapezoidal Fuzzy Number

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Liu H, Ma Z, Deng X, Jiang W. A new method to air target threat evaluation based on Dempster-Shafer evidence theory. In Proceedings of the 30th Chinese Control and Decision Conference, CCDC 2018. Institute of Electrical and Electronics Engineers Inc. 2018. p. 2504-2508. (Proceedings of the 30th Chinese Control and Decision Conference, CCDC 2018). doi: 10.1109/CCDC.2018.8407546

A new method to air target threat evaluation based on Dempster-Shafer evidence theory

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