FMCW Radar Interference Mitigation Based on the Fractional Fourier Transform

Christian Oswald;Franz Pernkopf
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Abstract

In this article, we propose a novel method for frequency modulated continuous wave (FMCW) radar mutual interference mitigation (IM) based on the discrete fractional Fourier transform (DFrFT). Interference chirps are detected and mitigated by compression and zeroing in the fractional domain. We provide an efficient implementation that can deal with multiple interferers, where we perform consecutive DFrFTs utilizing its angle-additivity property. For that purpose, we generalize and reduce the computational complexity of the multiangle centered DFrFT. Our algorithm is designed to be simple and fast such that it can be implemented in hardware. We evaluate our algorithm on a synthetic I/Q-modulated dataset and outperform reference methods in terms of the mean squared error (MSE), signal-to-interference-plus-noise ratio (SINR), error vector magnitude (EVM), true positive rate (TPR), false alarm rate (FAR), and $F1$ -score.
基于分数阶傅里叶变换的FMCW雷达干扰抑制
本文提出了一种基于离散分数傅里叶变换(DFrFT)的调频连续波(FMCW)雷达互干扰抑制(IM)新方法。干扰啁啾检测和减轻压缩和归零在分数域。我们提供了一种有效的实现,可以处理多个干扰,其中我们利用其角度可加性执行连续dfrft。为此,我们对多角度圆心DFrFT进行了推广并降低了计算复杂度。我们的算法设计简单、快速,可以在硬件上实现。我们在一个合成的I/ q调制数据集上评估了我们的算法,并在均方误差(MSE)、信噪比(SINR)、误差矢量幅度(EVM)、真阳性率(TPR)、虚警率(FAR)和$F1$得分方面优于参考方法。
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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