电磁感知大数据综合分析与利用  

Comprehensive Analysis and Utilization of Electromagnetic Sensing Data Based on Big Data

作　　者：王鹏[1,2] 张君毅 郎俊杰[1] 王韩 WANG Peng;ZHANG Junyi;LANG Junjie;WANG Han(The 54th Research Institute of CETC,Shijiazhuang 050081,China;Hebei Key Laboratory of Electromagnetic Spectrum Cognition and Control,Shijiazhuang 050081,China)

机构地区：[1]中国电子科技集团公司第五十四研究所,河北石家庄050081 [2]河北省电磁频谱认知与管控重点实验室,河北石家庄050081

出　　处：《无线电通信技术》2023年第2期231-238,共8页Radio Communications Technology

基　　金：中国科学技术协会青年人才托举工程(2020QNRC001)。

摘　　要：电磁空间是重要的国家战略资源,其重要性不断提升,实现海量电磁感知数据的综合利用是未来联合行动的必然要求。针对上述需求,分析了电磁感知数据的特点及情报保障需求,设计了数据融合与数据挖掘一体化的数据处理模型,提出电磁感知数据综合分析与利用处理流程,重点分析了侦察感知数据智能化识别、多源数据关联分析、动态知识库构建与维护、目标行为分析与意图识别等关键技术,为实现电磁感知数据综合高效利用奠定了基础。Electromagnetic space is an important national strategic resource.Its importance is increasing.The comprehensive utilization of massive electromagnetic sensing data is an inevitable requirement of future joint action.The characteristics of electromagnetic sensing data and intelligence support requirements are analyzed.A data processing model integrating data fusion and data mining is set up.The processing flow of comprehensive data analysis and utilization system is proposed.Key technologies such as intelligent identification,correlation analysis of multi-source data,construction and maintenance of dynamic knowledge base,and target behavior analysis and intention recognition are analyzed.Research result of this paper can lay a foundation for realizing comprehensive and efficient utilization of electromagnetic sensing data.

关 键 词：大数据 电磁感知数据 数据挖掘 

分 类 号：TN919[电子电信—通信与信息系统]