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多基地雷达聚类分析鉴别有源假目标
引用本文:刘子威, 赵珊珊, 杨彪, 易民举. 多基地雷达聚类分析鉴别有源假目标[J]. 电子与信息学报, 2021, 43(11): 3211-3219. doi: 10.11999/JEIT210147
作者姓名:刘子威  赵珊珊  杨彪  易民举
作者单位:1.南京邮电大学通信与信息工程学院 南京 210042;2.南京邮电大学电子与光学工程学院 南京 210023
基金项目:国家自然科学基金(61801233, 61801445),江苏省自然科学基金(BK20170911),航空科学基金(202000200X9001, 202000200X9002)
摘    要:针对现有多基地雷达抗欺骗式干扰方法无法应用于多干扰源的问题,该文提出一种基于聚类分析的多基地雷达鉴别有源假目标方法,利用真假目标接收信号矢量之间相关性的差异,以相关系数为度量,通过聚类分析方法,将相同干扰源产生的假目标聚为一类,每个真实目标各为一类,实现有源假目标的有效鉴别。该方法可用于鉴别任意欺骗调制方式产生的有源假目标,且适用于多个干扰源实施分布式干扰的应用场景。最后,通过仿真实验,验证了所提聚类分析方法鉴别有源假目标的有效性。

关 键 词:雷达抗干扰   多基地雷达   欺骗式干扰   有源假目标鉴别   聚类分析
收稿时间:2021-02-18
修稿时间:2021-09-10

Clustering Method to Discriminate Active False Targets in Multistatic Radar System
Ziwei LIU, Shanshan ZHAO, Biao YANG, Minju YI. Clustering Method to Discriminate Active False Targets in Multistatic Radar System[J]. Journal of Electronics & Information Technology, 2021, 43(11): 3211-3219. doi: 10.11999/JEIT210147
Authors:Ziwei LIU  Shanshan ZHAO  Biao YANG  Minju YI
Affiliation:1. College of Telecommunications & Information Engineering, Nanjing University of Posts and Telecommunications, Nanjing 210042, China;2. College of Electronic and Optical Engineering, Nanjing University of Posts and Telecommunications, Nanjing 210023, China
Abstract:The available deception anti-jamming methods in multistatic radar can not be applied to multiple jamming sources. In view of this problem, a clustering analysis-based method is proposed to discriminate active false targets in multistatic radar, according to the differences in the correlation between the received signal vectors of true and false targets. Measured by the correlation coefficient in clustering analysis method, the false targets generated by the same jamming source are grouped into one cluster, while each true target constitutes one singleton cluster, achieving the effective discrimination of active false targets. The proposed method can be used to discriminate active false targets generated by any deception modulation mode and is suitable for the application of distributed jamming with multiple jamming sources. Finally, the effectiveness of the clustering analysis method to discriminate active false targets is verified through simulation experiments.
Keywords:Radar electronic counter-countermeasures  Multistatic radar  Deception jamming  Discrimination of active false targets  Clustering analysis
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