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首页> 外文期刊>IEEE Transactions on Microwave Theory and Techniques >An Interference Mitigation Technique for FMCW Radar Using Beat-Frequencies Interpolation in the STFT Domain
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An Interference Mitigation Technique for FMCW Radar Using Beat-Frequencies Interpolation in the STFT Domain

机译:在STFT域中使用拍频插值的FMCW雷达干扰缓解技术

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摘要

A frequency-modulated continuous-wave (FMCW) radar interference mitigation technique using the interpolation of beat frequencies in the short-time Fourier transform (STFT) domain, phase matching, and reconfigurable linear prediction coefficients estimation for Coherent Processing Interval processing is proposed. The technique is noniterative and does not rely on algorithm convergence. It allows the usage of the fast Fourier transform (FFT) as the radar's beat-frequency estimation tool, for reasons such as real-time implementation, noise linearity after the FFT, and compatibility with legacy receiver architectures. Verification is done in range and in range-Doppler using radar experimental data in two ways: first by removing interferences from interference-contaminated data and second by using interference-free data as the reference data, and processing it-as if it had interferences-using the proposed technique, inverse cosine windowing and zeroing for comparison. We found that processing with the proposed technique closely matches the reference-data and outperforms the inverse cosine windowing and zeroing techniques in 2-D cross correlation, amplitude, and phase average errors and phase root-mean-square error. It is expected that the proposed technique will be operationally deployed on the TU Delft simultaneous-polarimetric PARSAX radar.
机译:提出了一种利用短时傅立叶变换(STFT)域中的拍频插值,相位匹配和可重构线性预测系数估计进行相干处理间隔处理的调频连续波(FMCW)雷达干扰缓解技术。该技术是非迭代的,并且不依赖于算法收敛。由于诸如实时实现,FFT后的噪声线性度以及与传统接收器体系结构兼容等原因,它允许将快速傅立叶变换(FFT)用作雷达的拍频估计工具。使用雷达实验数据通过两种方式在距离和多普勒范围内进行验证:一种是从受干扰污染的数据中消除干扰,另一种是将无干扰的数据用作参考数据,然后进行处理(就像受到干扰一样)使用提出的技术,反余弦开窗和归零进行比较。我们发现,在二维互相关,幅度和相位平均误差以及相位均方根误差方面,所提出技术的处理与参考数据紧密匹配,并且优于逆余弦开窗和清零技术。预计拟议的技术将可操作地部署在TU Delft同时极化PARSAX雷达上。

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