Interference Mitigation for FMCW Radar Based on Filtering in Fractional Fourier Domain

IF 5.7 2区 计算机科学 Q1 ENGINEERING, AEROSPACE
Qile Chen;Shengkai Ren;Haoyang Sun;Zhenxing Li;Wei Liang;Caixia Qiao;Ruiheng Zhang
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引用次数: 0

Abstract

In this article, we explore interference mitigation (IM) techniques for frequency-modulated continuous-wave (FMCW) radar by employing filtering in the fractional Fourier transform (FrFT) domain. The suggested approach capitalizes on the observation that the acquired beat signal of the FMCW radar consists of multiple individual tones, while the interference manifests as brief chirped pulses. By leveraging the aggregation of the chirp signal in the FrFT domain with the corresponding order, the interferences are identified through a constant false alarm rate detector along the fractional frequency axis and alleviated by reconfiguring the FrFT spectrum. Furthermore, an iterative algorithm is formulated based on the golden section search to diminish the computational load of the search process for the corresponding order. The effectiveness of our approach is validated through simulated and measured data. The findings suggest that our IM approach is effective even in scenarios where the input signal-to-interference-plus-noise ratio is below $-$23 dB.
基于分数阶傅里叶域滤波的FMCW雷达干扰抑制
在本文中,我们通过在分数阶傅里叶变换(FrFT)域中使用滤波来探索调频连续波(FMCW)雷达的干扰缓解(IM)技术。所建议的方法利用了FMCW雷达采集的拍频信号由多个单独的音调组成,而干扰表现为简短的啁啾脉冲。通过利用啁啾信号在FrFT域中以相应的顺序聚集,通过沿分数阶频率轴的恒定虚警率检测器识别干扰,并通过重新配置FrFT频谱来减轻干扰。在此基础上,提出了一种基于黄金分割搜索的迭代算法,以减少相应阶次搜索过程的计算量。通过模拟和实测数据验证了该方法的有效性。研究结果表明,即使在输入信号干扰加噪声比低于$-$23 dB的情况下,我们的IM方法也是有效的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
7.80
自引率
13.60%
发文量
433
审稿时长
8.7 months
期刊介绍: IEEE Transactions on Aerospace and Electronic Systems focuses on the organization, design, development, integration, and operation of complex systems for space, air, ocean, or ground environment. These systems include, but are not limited to, navigation, avionics, spacecraft, aerospace power, radar, sonar, telemetry, defense, transportation, automated testing, and command and control.
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