空军工程大学学报2025，Vol.26Issue(1)：42-49,8.DOI:10.3969/j.issn.2097-1915.2025.01.006
一种基于电磁态势数据匹配的辐射源定位算法
A Radiation Source Location Algorithm Based on Electromagnetic Situation Data Matching
摘要
Abstract
In order to solve the problems of low information utilization and low positioning reliability in the complex battlefield electromagnetic environment,and the difficulty of building an electromagnetic situation database to train deep learning models,this paper proposes a radiation source localization algorithm based on electromagnetic situation data matching.The propagation characteristics under this condition are ex-tracted from the electromagnetic data of the target area,and the propagation data under the visual condi-tion is constructed,and the two parts of the data are matched by window sliding to estimate the possible location of the radiation source.The simulation experiment results show that the algorithm studied in this paper has an average positioning error of less than 64.7 m under the condition of 0.1 perception node pro-portion,and the required time is only 0.334 s.关键词
辐射源定位/分布式感知网络/无源定位/电磁态势/数据匹配Key words
radiation source location/distributed perception network/passive localization/electromagnetic situation/data matching分类
信息技术与安全科学引用本文复制引用
刘金帆,王红军,徐浩然..一种基于电磁态势数据匹配的辐射源定位算法[J].空军工程大学学报,2025,26(1):42-49,8.基金项目
国家自然科学基金面上项目(61971473) （61971473）
