随着用频装备数量的增加,战场电磁环境变得越来越复杂,雷达系统电磁环境适应能力已经成为影响其作战效能的重要因素,为理清电磁环境对雷达系统产生影响的内在机理,亟需开展效应机理分析研究。以试验数据为基础,结合领域专家知识研究效应表征特征集,借助贝叶斯网络等机器学习算法,提出基于人机结合的雷达电磁环境效应机理分析方法 并进行了验证。

With the Increase of frequency equipment, the battlefield electromagnetic environment become more and more complex,and the electromagnetic environment adaptive capacity of radar system has become a key factor of operational effectiveness. In order to get the mechanism of radar electromagnetic environment Effects, Mechanism analysis must be researched. This paper proposes a mechanism analysis method of complex electromagnetic environment effects based on machine learning with experience and validate it with simulation experiment.

TN955