Soldier Threat Assessment Method Based on Bayesian Network

Qin Zhang, Jiabin Chen, Jiaxing Sun, Junyu Liang

科研成果: 书/报告/会议事项章节会议稿件同行评审

1 引用 (Scopus)

摘要

Since it is very important for soldiers to obtain threat information in battlefield environment, this paper determines the threat elements of soldiers in battlefield environment based on METT-TC elements proposed by the US Army Laboratory for battlefield needs and combined with domestic literature. In this paper, a threat assessment method of soldiers based on Bayesian network is proposed. Aiming at the problem that Bayesian network cannot deal with dynamic threats, this paper proposes a threat assessment method of soldiers based on dynamic Bayesian network. The threat assessment of soldiers is compared and verified by simulation examples. The results show that the dynamic Bayesian network model has good accuracy and real-time performance, which proves the superiority of the dynamic Bayesian network model. The simulation results are consistent with the expert experience evaluation, and this method has good practicability.

源语言英语
主期刊名Proceeding - 2021 China Automation Congress, CAC 2021
出版商Institute of Electrical and Electronics Engineers Inc.
1750-1755
页数6
ISBN(电子版)9781665426473
DOI
出版状态已出版 - 2021
活动2021 China Automation Congress, CAC 2021 - Beijing, 中国
期限: 22 10月 202124 10月 2021

出版系列

姓名Proceeding - 2021 China Automation Congress, CAC 2021

会议

会议2021 China Automation Congress, CAC 2021
国家/地区中国
Beijing
时期22/10/2124/10/21

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