A modified algorithm for accurate GPR wave velocity estimation with common offset setting antenna

F. Xie, J. Sham, W. Lai, Xavier Dérobert
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引用次数: 3

Abstract

Accurate wave velocity estimation is an important part to determine the quality and reliability of GPR survey results, such as positioning of underground utility and characterization of materials. An algorithm was proposed to estimate the velocity accurately by modeling the GPR signal travel path. Both the effects of factors of antenna separation and radius of cylindrical target were taken into account. This model helped to establish a nonlinear relationship among the parameters of horizontal displacement of antenna, GPR signal travel time, wave propagation velocity. Levenberg-Marquardt iteration method was used to solve the non-linear least square fitting. Validation experiments were conducted in lab environment. The reflection data of an Y25 steel bar in air at depth 0.2m, 0.3m, 0.4m and 0.5m were extracted to test the algorithm. Errors of the estimated velocities is around 2% to 3% which is quite small and acceptable in reality. It is believed that this algorithm is qualified for future accurate GPR positioning survey and condition survey.
一种改进的通用偏置天线探地雷达波速精确估计算法
准确的波速估算是决定探地雷达调查结果质量和可靠性的重要组成部分,如地下设施的定位和材料的表征。通过模拟探地雷达信号的传播路径,提出了一种准确估计速度的算法。同时考虑了天线间距和圆柱目标半径等因素的影响。该模型有助于建立天线水平位移、探地雷达信号传播时间、波传播速度等参数之间的非线性关系。采用Levenberg-Marquardt迭代法求解非线性最小二乘拟合。在实验室环境下进行了验证实验。提取深度为0.2m、0.3m、0.4m和0.5m的Y25钢筋在空气中的反射数据,对算法进行验证。估计速度的误差在2%到3%左右,这在现实中是可以接受的。认为该算法可用于未来精确的探地雷达定位测量和工况测量。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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