电磁大数据挖掘技术软件框架研究

打开文本图片集

中图分类号：TN302.1 文献标志码： A

Abstract： To address the challenges posed by the application of massive electromagnetic perceptiondata，a big data platform construction plan tailored to thecharacteristics 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，ofering concrete implementation strategies for extracting intelligence knowledge from vast amounts of data.

Key words：electromagnetic big data；big data platform;data mining；mining mode

0 引言

电磁频谱已成为新质作战维度，电磁数据蕴含着巨大的军事价值，在大数据时代，利用大数据手段夺取电磁空间控制权，是提升协同作战效率、倍增作战效能的必要支撑[1]。（剩余7694字）