基于标记GM-PHD的单脉冲雷达抗干扰方法

Lei Qiu, Jun Yang, Yize Fan
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引用次数: 0

摘要

单脉冲跟踪雷达具有较高的跟踪测量精度,广泛应用于空间探测、目标测量和武器控制等领域。单脉冲雷达的抗干扰是一个重要问题。当干扰被视为一个或多个假目标时,雷达抗干扰可以看作是一个多目标跟踪问题。提出了一种基于标记高斯混合概率假设密度(GM-PHD)滤波的单脉冲雷达抗干扰方法。首先介绍了随机有限集(RFS)理论、GM-PHD滤波和标记GM-PHD滤波,然后利用标记GM-PHD滤波通过预测、更新、切割合并和状态估计四个步骤将干扰机与真实目标区分开来。最后进行了延迟重传干扰仿真,验证了该方法的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Monopulse Radar Anti-jamming Method Based on Labeled GM-PHD
Monopulse tracking radar can achieve high tracking and measurement precision and is widely used in space exploration, target measurement and weapon control areas. The anti-jamming of monopulse radar is an important issue. When jamming is treated as one or more false targets, radar anti-jamming can be regarded as a multiple targets tracking problem. This paper proposed a monopulse radar anti-jamming method based on labeled Gaussian Mixture Probability Hypothesis Density (GM-PHD) filtering. Firstly, random finite set (RFS) theory, GM-PHD filtering and labeled GM-PHD are introduced, then labeled GM-PHD filtering is used to distinguish jammer from the real target by four steps: prediction, update, cut and merge, and state estimation. Finally delay-retransmit jamming simulation was performed to verify the proposed method.
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