基于稀疏频率采样和IMUSIC方法的相干探地雷达信号时延估计

Huimin Pan, Jingjing Pan, Xiaofei Zhang
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引用次数: 1

摘要

利用探地雷达(GPR)信号进行的时延估计包含了层状介质结构的重要信息。在信号相干、重叠和GPR带宽有限的情况下,TDE的发展是一个挑战。本文提出了一种基于改进多信号分类(IMUSIC)的消相干方法,该方法具有特定的对称稀疏采样结构,适用于薄路面和有限带宽GPR场景下的TDE。与均匀采样相比,该方法对重叠回波和弱多重回波敏感,采样点少,计算复杂度低。仿真结果表明,该方法在处理重叠和相干信号时优于插值法和正交匹配追踪法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Time-delay Estimation of Coherent GPR Signal by Using Sparse Frequency Sampling and IMUSIC Method
Time-delay estimation (TDE) using the ground penetrating radar (GPR) signal contains important information about the stratified media structure. TDE trend to be challenging in the scenarios of coherent, overlapping signals and limited bandwidth of GPR. This paper proposes a decoherence method based on improved multiple signal classification (IMUSIC) with a specified symmetric sparse sampling structure for TDE in the thin pavement and limited bandwidth GPR scenarios. Compared with uniform sampling, this method is sensitive to overlapping and weak multiple echoes, with fewer sampling points and lower computational complexity. Simulation results demonstrate the advantages of the proposed method over various existing methods including the interpolation method and Orthogonal matching pursuit (OMP) when dealing with overlapping and coherent signals.
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