一种基于蚁群算法的多平台ESM信息数据融合方法

A method for multi-platform ESM information fusion based on ant clustering algorithm

随着雷达技术的日益发展,单舰雷达侦查系统已经不能满足复杂电磁环境的需求。为了克服传统的单舰雷达侦察系统的不足,文章采用多舰协同侦察的思想,首先共享其他平台侦察的ESM信息,然后采用蚁群聚类算法对ESM信息进行相关处理,并对相关的雷达辐射源信号特征进行信息融合,从雷达辐射源知识库中找出要协同识别的雷达型号。

With the development of radar technology, Single-ship ESM system can not meet the needs of complex electromag- netic environment. To overcome the deficiencies of the traditional single-ship ESM system, this study adopted the way of cooperative reconnaissance. Firstly, correlated radar signal from multi-ship cooperative reconnaissance was processed with ant clustering algo- rithm, and then the correlative signal was fused with features weighting. Finally, the radar type was compared to those in radar rec- ognition database according to the maximum correlation criterion, and then the right radar type was elicited.