系统仿真学报 ›› 2017, Vol. 29 ›› Issue (9): 2206-2213.doi: 10.16182/j.issn1004731x.joss.201709044

• 仿真应用工程 • 上一篇    下一篇

基于分层贝叶斯网络的航母编队对潜威胁评估

陈龙1, 马亚平2   

  1. 1.国防大学研究生院,北京 100091;
    2.国防大学训练部公共平台中心,北京 100091
  • 收稿日期:2017-06-11 发布日期:2020-06-02
  • 作者简介:陈龙(1988-),男,福建,硕士生,研究方向为作战模拟系统工程;马亚平(1957-),男,北京,硕士,博导,研究方向为作战模拟系统工程。

Threat Assessment of Aircraft Carrier Formation Based on Hierarchical Bayesian Network

Chen Long1, Ma Yaping2   

  1. 1. Graduate School of NDU, Beijing 100091, China;
    2. Public Platform Center of NDU, Beijing 100091, China
  • Received:2017-06-11 Published:2020-06-02

摘要: 使用贝叶斯网络模型进行威胁评估是一种比较新的定量分析方法。将分层贝叶斯网络模型应用于航母编队对潜艇编队威胁评估,评估潜艇编队的威胁等级,达到为航母编队指挥员反潜作战提供辅助决策的目的。对分层贝叶斯网络模型进行阐述。分析了航母编队面对来自水下目标威胁产生的原因和机理,综合部队数据、院校专家、查阅资料基础上构建了可靠的航母编队分层贝叶斯网络。通过实验仿真对比实践部队数据验证了分层贝叶斯网络对航母编队威胁评估的有效性。

关键词: 分层贝叶斯网络, 威胁评估, 航母编队, 目标意图

Abstract: The use of bayesian network model for threat assessment is a relatively new quantitative analysis method. The hierarchical bayesian network model was applied to aircraft carrier formation to assess submarine formation threat for the first time, which also assessed the threat level of the submarine formation, to achieve the purpose of assisting decision-making for aircraft carrier formation commanders in anti-submarine warfare. The hierarchical bayesian network model was described. The causes and the mechanism of the aircraft carrier formation from the underwater target threat, integrated force data, institutional experts and information were analyzed. A reliable aircraft carrier formation hierarchical bayesian network was established. The effectiveness of the hierarchical bayesian network on the threat assessment of aircraft carrier formation was verified by the experimental simulation.

Key words: hierarchical bayesian network, threat assessment, aircraft carrier formation, target intent

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