基于先验信息的低信噪比调频连续波雷达信号处理

Low SNR FMCW signal processing with prior information

  • 摘要: 针对恶劣测量条件下宽频带低信噪比调频连续波雷达信号距离模糊问题,建立了固态料面调频连续波雷达信号模型,并提出了以先验信息为辅助,包含信号频域预处理、频带截取及频带能量加权的距离反演方法.实际数据处理结果显示:经过预处理的信号频谱平均信噪比由原来的-5.55 d B提高到8.32 d B;采用包络线截频带法和最小二乘截频带法进行距离反演后拟合料线与实际料线间的料形相似度由0.46分别提高到0.71和0.79.

     

    Abstract: A solid surface frequency modulated continuous wave (FMCW) radar signal model was built to solve the range ambiguity problem of wideband and low signal-to-noise ratio (SNR) FMCW signal under severe measurement conditions. Based on prior information, a distanee inversion method was proposed, which contained signal pretreatment, band intercepting, and energy weighting. Actual data processing results show that the SNR of the frequency spectrum rises from-5.55 to 8.32 dB after pretreatment. The index of similarity of the stock level shape increases from 0.46 to 0.71 and 0.79 by band envelope interception and least squares interception, respectively.

     

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