Buried pipe detection by ground penetrating radar using the discrete wavelet transform

被引:73
作者
Ni, Sheng-Huoo [1 ]
Huang, Yan-Hong [1 ]
Lo, Kuo-Feng [1 ]
Lin, Da-Ci [1 ]
机构
[1] Natl Cheng Kung Univ, Dept Civil Engn, Tainan 70101, Taiwan
关键词
Ground penetrating radar; Discrete wavelet transform; Signal processing; Pipe; GPR;
D O I
10.1016/j.compgeo.2010.01.003
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Ground penetrating radar (GPR) is widely used for non-invasive examination of man-made structures, especially to determine the depth of pipes buried underground. Unfortunately, shallower objects may obscure GPR raw data that is reflected from deeper ones. This study introduces a signal processing technique, called the discrete wavelet transform (DWT), to filter and enhance the GPR raw data in order to obtain higher quality profile images. Laboratory experiments were conducted and the locations of buried pipes under different conditions were analyzed. The buried pipes were made of plastic and metal, and both single and two parallel horizontal pipes are discussed. The experimental results indicate that the DWT profiles can provide more information than the traditional GPR profile. The images of the diameter and position of pipes, even two pipes of different materials and in horizontal alignment, can be enhanced by using the DWT profile. (C) 2010 Elsevier Ltd. All rights reserved.
引用
收藏
页码:440 / 448
页数:9
相关论文
共 22 条
[1]  
[Anonymous], 1992, CBMS-NSF Reg. Conf. Ser. in Appl. Math
[3]  
Burger H.R., 1992, EXPLOR GEOPHYS
[4]  
COOK J, 1960, AIEE T COMMUN ELECT, V79, P588
[5]   GROUND-PENETRATING RADAR FOR HIGH-RESOLUTION MAPPING OF SOIL AND ROCK STRATIGRAPHY [J].
DAVIS, JL ;
ANNAN, AP .
GEOPHYSICAL PROSPECTING, 1989, 37 (05) :531-551
[6]  
GAO J, 1997, ACTA GEOPHYS SINICA, V40
[7]   Radar imaging of underground pipes by automated estimation of velocity distribution versus depth [J].
Hayakawa, H ;
Kawanaka, A .
JOURNAL OF APPLIED GEOPHYSICS, 1998, 40 (1-3) :37-48
[8]  
Liu L., 1998, Proceedings of 7th International Conference on Ground Penetrating Radar (GPR'98), Lawrence, Kansas, May 27-30 1998, P219
[9]  
*MAL GEOSCIENCE IN, 1999, RAMAC GPR OP MAN
[10]  
*MAL GEOSCIENCE IN, 2000, INTR TRAIN COURS MAN