摘要
针对海量电磁感知数据应用难的问题,提出了一种符合电磁数据特征的大数据平台建设框架,解决数据采集、存储、分析的问题,并从单目标电磁特征挖掘、多目标关联关系挖掘和电磁环境特征挖掘3个方面,设计了7个电磁数据挖掘模型。基于平台实现电磁大数据的挖掘分析,为从海量数据中提取情报知识提供了具体的实现路径。
To address the challenges posed by the application of massive electromagnetic perception data,a big data platform construction plan tailored to the characteristics of electromagnetic data is proposed,which resolves issues in data collection,storage,and analysis.Furthermore,from three perspectives:single-target electromagnetic feature mining,multi-target correlation mining,and electromagnetic environment feature mining,seven electromagnetic data mining models are designed.The platform enables electromagnetic big data mining and analysis,offering concrete implementation strategies for extracting intelligence knowledge from vast amounts of data.
作者
王瑞霞
WANG Ruixia(The 41st Institute of CETC,Qingdao 266000,Shandong,China)
出处
《航天电子对抗》
2025年第3期22-27,共6页
Aerospace Electronic Warfare
关键词
电磁大数据
大数据平台
数据挖掘
挖掘模型
electromagnetic big data
big data platform
data mining
mining model
