Robust dual-channel correlation algorithm for complex weak target detection with wideband radar

IF 1.9 3区 计算机科学 Q3 AUTOMATION & CONTROL SYSTEMS Journal of Systems Engineering and Electronics Pub Date : 2023-10-01 DOI:10.23919/JSEE.2023.000138
Dai Yan;Liu Dan;Li Chuanming;Wei Shaopeng;Hu Qingrong
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Abstract

In the scene of wideband radar, due to the spread of target scattering points, the attitude and angle of view of the target constantly change in the process of moving. It is difficult to predict, and the actual echo of multiple scattered points is not fully matched with the transmitted signal. Therefore, it is challenging for the traditional matching filter method to achieve a complete matching effect in wideband echo detection. In addition, the energy dispersion of complex target echoes is still a problem in radar target detection under broadband conditions. Therefore, this paper proposes a wideband target detection method based on dual-channel correlation processing of rangeextended targets. This method fully uses the spatial distribution characteristics of target scattering points of echo signal and the matching characteristics of the dual-channel point extension function itself. The radial accumulation of wideband target echo signal in the complex domain is realized through the adaptive correlation processing of a dual-channel echo signal. The accu-mulation effect of high matching degree is achieved to improve the detection probability and the performance of wideband detection. Finally, electromagnetic simulation experiments and measured data verify that the proposed method has the advan-tages of high signal to noise ratio (SNR) gain and high detection probability under low SNR conditions.
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宽带雷达复杂弱目标检测的鲁棒双通道相关算法
在宽带雷达场景中,由于目标散射点的分布,目标在移动过程中姿态和视角不断变化。这很难预测,并且多个散射点的实际回波与发射信号并不完全匹配。因此,在宽带回波检测中,传统的匹配滤波器方法要实现完全的匹配效果是具有挑战性的。此外,在宽带条件下,复杂目标回波的能量色散仍然是雷达目标检测中的一个问题。因此,本文提出了一种基于测距目标双通道相关处理的宽带目标检测方法。该方法充分利用了回波信号目标散射点的空间分布特性和双通道点扩展函数本身的匹配特性。通过对双通道回波信号的自适应相关处理,实现了宽带目标回波信号在复域中的径向积累。实现了高匹配度的积累效果,提高了检测概率和宽带检测性能。最后,电磁仿真实验和实测数据验证了该方法在低信噪比条件下具有高信噪比增益和高检测概率的优点。
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来源期刊
Journal of Systems Engineering and Electronics
Journal of Systems Engineering and Electronics 工程技术-工程:电子与电气
CiteScore
4.10
自引率
14.30%
发文量
131
审稿时长
7.5 months
期刊介绍: Information not localized
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