Automatic detection of multiple pavement layers from GPR data

被引:101
作者
Lahouar, Samer [1 ,2 ]
Al-Qadi, Imad L. [3 ]
机构
[1] Inst Super Sci Appl & Technol Sousse, Dept Elect, Ibn Khaldoun 4003, Sousse, Tunisia
[2] Fac Sci Monastir, Microelect & Instrumentat Lab, Monastir, Tunisia
[3] Univ Illinois, Dept Civil & Environm Engn, Urbana, IL 61801 USA
基金
美国国家科学基金会;
关键词
ground penetrating radar; multiple layers; detection; pavement; matched filter detector; threshold detector; least-squares fitting;
D O I
10.1016/j.ndteint.2007.09.001
中图分类号
TB3 [工程材料学];
学科分类号
0805 ; 080502 ;
摘要
One of the problems encountered in the nondestructive testing of pavements with ground penetrating radar (GPR) is the detection of multiple-layer reflections within the GPR return. Detecting reflections is especially problematic when the pavement layers are thin with respect to the probing pulse width, in which case overlapping between the reflected pulses occurs, causing the weak reflections to be masked by the stronger reflections in their vicinity. In this study, the problem is solved by iteratively detecting the strong reflections present within the GPR signal using either a threshold or a matched filter detector. The detected pulses are then used in a reflection model to synthesize a signal "similar" to the measured GPR signal in the least-squares sense. The synthesized signal is then subtracted from the measured signal to reveal the masked weak reflections, which are later detected iteratively using the same method. This technique was successfully applied to field GPR data collected from an experimental pavement site: the Virginia Smart Road. (c) 2007 Elsevier Ltd. All rights reserved.
引用
收藏
页码:69 / 81
页数:13
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