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基于贝叶斯博弈的机载雷达编队探测策略研究
Research on Detection Strategy for Aircraft Radar Formation Based on Bayesian Game
【Author】 Gao Hefu;Yang Chenrui;Zhao Shuangyu;Liu Haining;Hou Yuguan;Avic Shenyang Aircraft Design & Research Institute;Harbin Institute of Technology;
【摘要】 随着现代电子战的快速发展,战场电磁环境变得越来越复杂,使得机载雷达编队协同探测成为现代信息化空战的有效手段。本文提出了一种基于贝叶斯博弈理论的机载雷达编队探测策略。首先,采用合作博弈模型描述机载雷达编队探测问题,并提出该合作博弈下的集体利益。然后,叙述了贝叶斯博弈的适用条件与优势,并证明其适用于机载雷达编队探测问题。最后,提出了基于贝叶斯博弈的机载雷达编队探测的联盟形成模型,并将其以有效探测距离为集体利益的多种情况下的联盟结果与未考虑贝叶斯博弈的编队和随机编队进行比较。仿真结果显示,基于贝叶斯博弈理论的机载雷达编队探测策略的联合效率更高,性能提升显著。
【Abstract】 The complex changes of battlefield electromagnetic environment caused by the rapid development of modern electronic warfare make the collaborative detection of aircraft radar formation an effective means of modern information air warfare.This paper proposes a detection strategy for aircraft radar formation based on Bayesian game theory.Firstly,the cooperative game model is used to describe the problem of aircraft radar formation detection,and the collective interest under the cooperative game is proposed.Then,the applicable conditions and advantages of Bayesian game are described,and it is proved that it is suitable for aircraft radar formation detection.Finally,a coalition formation model of aircraft radar formation detection based on Bayesian game is proposed,and its coalition results in various cases with effective detection distance as the collective interest are compared with the results of random formation.The simulation results show that the joint efficiency of aircraft radar formation detection strategy based on Bayesian game theory is higher and the performance is significantly improved.
【Key words】 information air combat; bayesian game; radar formation detection; aircraft radar;
- 【会议录名称】 第十届中国航空学会青年科技论坛论文集
- 【会议名称】第十届中国航空学会青年科技论坛
- 【会议时间】2022-11-19
- 【会议地点】中国江西南昌
- 【分类号】V243.2;TN959.73
- 【主办单位】中国航空学会