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首页> 外文期刊>IEEE Transactions on Intelligent Transportation Systems >Mutual Interference Suppression Using Wavelet Denoising in Automotive FMCW Radar Systems
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Mutual Interference Suppression Using Wavelet Denoising in Automotive FMCW Radar Systems

机译:在汽车FMCW雷达系统中使用小波去噪的相互干扰抑制

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This paper presents an efficient mutual interference suppression method using wavelet denoising in automotive radar systems. When a radar signal transmitted from another radar-equipped vehicle flows into our radar system, it acts as an interference signal and degrades the target detection performance. With wavelet denoising, the interference signal can be extracted from the time-domain low-pass filter output. Then, the effect of the interference can be mitigated by subtracting the interference signal from the original low-pass filter output. As a result, the beat frequency containing the target information can be estimated accurately. Simulation results show that the proposed method can enhance the estimation accuracy of the target's distance, velocity, and angle. In addition, the performance of the proposed method is verified through actual experiments using heterogeneous radars. In the measurement results, even though the exact specifications of the radar signal transmitted from the other vehicle are not identified, the interference is effectively suppressed. Unlike other existing methods, the proposed method using wavelet denoising does not need to generate a specific radar waveform and it can mitigate interference only by signal processing without changing the existing hardware.
机译:本文介绍了在汽车雷达系统中使用小波去噪的高效相互干扰抑制方法。当从另一个雷达的车辆传输到我们的雷达系统的雷达信号流入我们的雷达系统时,它充当干扰信号并降低目标检测性能。利用小波去噪,可以从时域低通滤波器输出中提取干扰信号。然后,可以通过从原始低通滤波器输出中减去干扰信号来减轻干扰的效果。结果,可以准确地估计包含目标信息的节拍频率。仿真结果表明,该方法可以提高目标距离,速度和角度的估计精度。此外,通过使用异构雷达的实际实验验证所提出的方法的性能。在测量结果中,即使未识别出从其他车辆传输的雷达信号的精确规格,也有效地抑制了干扰。与其他现有方法不同,使用小波去噪的所提出的方法不需要生成特定的雷达波形,并且它可以仅通过信号处理减轻干扰而不改变现有硬件。

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