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Calibration of Motional Frequency Spread for Wide-Band FMCW Automotive Millimeter-Wave Radar

机译:宽带FMCW汽车毫米波雷达校准运动频率扩展

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摘要

As a key module for self-driving cars and advanced driver assistant systems (ADAS), frequency modulation continuous wave (FMCW) automotive millimeter-wave (mmwave) radar has a good market prospect. Due to the relative motion of target and radar in the detection window, the motional frequency spread is inevitable especially for wide-band FMCW automotive mmwave radar systems with large bandwidth and possible high-speed motion. In this paper, for wide-band FMCW automotive mmwave radar systems, we first derive analytical expressions of the motional frequency interference term and phase interference term in the intermediate frequency (IF) signal. Then, the effect of frequency spread is comprehensively analyzed with the help of numerical results. Motivated by the mechanism and influence of frequency spread, we propose three schemes for motional frequency spread calibration with different performance-complexity tradeoff. Finally, simulations verify that the proposed schemes can effectively compensate the degradation of system resolution and parameter estimation accuracy due to frequency spread.
机译:作为自动驾驶汽车和先进的驱动器辅助系统(ADAS)的关键模块,频率调制连续波(FMCW)汽车毫米波(MMWAVE)雷达具有良好的市场前景。由于目标和雷达在检测窗口中的相对运动,运动频率扩展是不可避免的,特别是对于具有大带宽和可能的高速运动的宽带FMCW汽车MMWVEAVE系统。本文为宽带FMCW汽车MMWVEAVE雷达系统,我们首先在中频(IF)信号中导出运动频率干扰项和相干扰项的分析表达。然后,在数值结果的帮助下综合分析频率扩展的效果。通过频率扩散的机制和影响,我们提出了三种用于不同性能复杂性权衡的运动频率扩展校准方案。最后,仿真验证了所提出的方案可以有效地补偿由于频率扩展引起的系统分辨率和参数估计精度的劣化。

著录项

  • 来源
    《Quality Control, Transactions 》 |2020年第2020期| 14355-14366| 共12页
  • 作者单位

    Southeast Univ Sch Informat Sci & Engn Nanjing 210096 Peoples R China|Purple Mt Labs Nanjing 210096 Peoples R China;

    Southeast Univ Sch Informat Sci & Engn Nanjing 210096 Peoples R China;

    Southeast Univ Sch Informat Sci & Engn Nanjing 210096 Peoples R China;

    Southeast Univ Sch Informat Sci & Engn Nanjing 210096 Peoples R China;

    Southeast Univ Sch Informat Sci & Engn Nanjing 210096 Peoples R China|Purple Mt Labs Nanjing 210096 Peoples R China;

    Southeast Univ Sch Informat Sci & Engn Nanjing 210096 Peoples R China|Purple Mt Labs Nanjing 210096 Peoples R China;

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  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Automotive radar; calibration; frequency spread; millimeter-wave; wide-band FMCW;

    机译:汽车雷达;校准;频率扩散;毫米波;宽带FMCW;

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