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Application of a Combined Denoising Method in Ground Penetrating Radar Signal Pre-processing

机译:组合降噪方法在探地雷达信号预处理中的应用

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Aiming at the difficulties of low signal-to-noise ratio (SNR) and difficulty of extracting the features in step frequency continuous wave ground penetrating radar (SFCW-GPR) echo pre-processing, a new method of echo pre-processing combined with wavelet threshold denoising algorithm and high-pass filter is proposed. The combined method realizes the extraction of useful signals with slowly changing speed by multi-resolution analysis of signals containing Gauss white noise. Compared with traditional processing methods, the wavelet threshold denoising algorithm has higher SNR and smaller mean square error (MSE) and has better processing effect and imaging effect.
机译:针对步频连续波探地雷达回波预处理中信噪比低,提取特征困难的问题,提出了一种结合小波的回波预处理新方法。提出了阈值去噪算法和高通滤波器。通过对包含高斯白噪声的信号进行多分辨率分析,该组合方法实现了以缓慢变化的速度提取有用信号。与传统的处理方法相比,小波阈值去噪算法具有较高的信噪比和较小的均方误差(MSE),具有更好的处理效果和成像效果。

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