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用于饱和前向干扰抑制的单模多输入多输出波形与失配滤波器设计

Unimodular Multi-Input Multi-Output Waveform and Mismatch Filter Design for Saturated Forward Jamming Suppression.

作者信息

Fang Xuan, Zhao Dehua, Zhang Liang

机构信息

National Key Laboratory of Radar Detection and Sensing, Nanjing Research Institute of Electronics Technology, Nanjing 210039, China.

Nanjing Research Institute of Electronics Technology, Nanjing 210039, China.

出版信息

Sensors (Basel). 2024 Sep 10;24(18):5884. doi: 10.3390/s24185884.

DOI:10.3390/s24185884
PMID:39338629
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC11435499/
Abstract

Forward jammers replicate and retransmit radar signals back to generate coherent jamming signals and false targets, making anti-jamming an urgent issue in electronic warfare. Jamming transmitters work at saturation to maximize the retransmission power such that only the phase information of the angular waveform at the designated direction of arrival (DOA) is retained. Therefore, amplitude modulation of MIMO radar angular waveforms offers an advantage in combating forward jamming. We address both the design of unimodular MIMO waveforms and their associated mismatch filters to confront mainlobe jamming in this paper. Firstly, we design the MIMO waveforms to maximize the discrepancy between the retransmitted jamming and the spatially synthesized radar signal. We formulate the problem as unconstrained non-linear optimization and solve it using the conjugate gradient method. Particularly, we introduce fast Fourier transform (FFT) to accelerate the numeric calculation of both the objection function and its gradient. Secondly, we design a mismatch filter to further suppress the filtered jamming through convex optimization in polynomial time. The simulation results show that for an eight-element MIMO radar, we are able to reduce the correlation between the angular waveform and saturated forward jamming to -6.8 dB. Exploiting this difference, the mismatch filter can suppress the jamming peak by 19 dB at the cost of an SNR loss of less than 2 dB.

摘要

转发式干扰机通过复制并重新发射雷达信号来产生相干干扰信号和虚假目标,这使得抗干扰成为电子战中的一个紧迫问题。干扰发射机工作在饱和状态以最大化重传功率,从而仅保留指定到达方向(DOA)上角波形的相位信息。因此,MIMO雷达角波形的幅度调制在对抗转发式干扰方面具有优势。本文针对单模MIMO波形及其相关失配滤波器的设计,以应对主瓣干扰。首先,我们设计MIMO波形以最大化重传干扰与空间合成雷达信号之间的差异。我们将该问题表述为无约束非线性优化问题,并使用共轭梯度法求解。特别地,我们引入快速傅里叶变换(FFT)来加速目标函数及其梯度的数值计算。其次,我们设计了一种失配滤波器,通过多项式时间内的凸优化进一步抑制滤波后的干扰。仿真结果表明,对于一个八元MIMO雷达,我们能够将角波形与饱和转发式干扰之间的相关性降低到-6.8 dB。利用这种差异,失配滤波器可以将干扰峰值抑制19 dB,同时信噪比损失小于2 dB。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8683/11435499/7ad7060987ea/sensors-24-05884-g009.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8683/11435499/61700fd72aa1/sensors-24-05884-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8683/11435499/312fda62c9a1/sensors-24-05884-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8683/11435499/21bfa5611f8f/sensors-24-05884-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8683/11435499/7b575925e4e7/sensors-24-05884-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8683/11435499/d761671163d3/sensors-24-05884-g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8683/11435499/3bf405e9deca/sensors-24-05884-g006.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8683/11435499/66dff6d918b3/sensors-24-05884-g007.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8683/11435499/79bfe129a66c/sensors-24-05884-g008.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8683/11435499/7ad7060987ea/sensors-24-05884-g009.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8683/11435499/61700fd72aa1/sensors-24-05884-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8683/11435499/312fda62c9a1/sensors-24-05884-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8683/11435499/21bfa5611f8f/sensors-24-05884-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8683/11435499/7b575925e4e7/sensors-24-05884-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8683/11435499/d761671163d3/sensors-24-05884-g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8683/11435499/3bf405e9deca/sensors-24-05884-g006.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8683/11435499/66dff6d918b3/sensors-24-05884-g007.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8683/11435499/79bfe129a66c/sensors-24-05884-g008.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8683/11435499/7ad7060987ea/sensors-24-05884-g009.jpg

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