空天预警研究学报2025，Vol.39Issue(6)：391-397,7.DOI:10.3969/j.issn.2097-180X.2025.06.001
人工智能在雷达目标全自动录取中的应用现状及展望
Current application status and prospect of artificial intelligence in fully automatic acquisition of radar targets
摘要
Abstract
In recent years,artificial intelligence(AI)technologies represented by deep learning and reinforce-ment learning have advanced rapidly.With their automatic feature learning,robust nonlinear mapping and big da-ta-driven capabilities,these technologies have enabled a brand-new solution path for the fully automatic acquisi-tion of radar targets.This paper conducts a comprehensive review and summary of areas such as intelligent classi-fication of point traces,point-and-track intelligent association,and intelligent maintenance of flight tracks,and then expounds the application and innovation of AI technology in the field of radar information processing,thus laying the foundation for the engineering application of related technologies and providing reference basis for re-searchers in radar information processing.关键词
人工智能/全自动录取/点迹分类/点迹-航迹关联/航迹维护Key words
artificial intelligencee(AI)/fully automatic acquisition/classification of plot traces/point-and-track association/track maintenance分类
信息技术与安全科学引用本文复制引用
朱新国,方宇,王淼,朱皓轩..人工智能在雷达目标全自动录取中的应用现状及展望[J].空天预警研究学报,2025,39(6):391-397,7.
