TY - JOUR
T1 - Rapid detection methods for asphalt pavement thicknesses and defects by a vehicle-mounted ground penetrating radar (GPR) system
AU - Dong, Zehua
AU - Ye, Shengbo
AU - Gao, Yunze
AU - Fang, Guangyou
AU - Zhang, Xiaojuan
AU - Xue, Zhongjun
AU - Zhang, Tao
N1 - Publisher Copyright:
© 2016 by the authors; licensee MDPI, Basel, Switzerland.
PY - 2016/12/6
Y1 - 2016/12/6
N2 - The thickness estimation of the top surface layer and surface layer, as well as the detection of road defects, are of great importance to the quality conditions of asphalt pavement. Although ground penetrating radar (GPR) methods have been widely used in non-destructive detection of pavements, the thickness estimation of the thin top surface layer is still a difficult problem due to the limitations of GPR resolution and the similar permittivity of asphalt sub-layers. Besides, the detection of some road defects, including inadequate compaction and delamination at interfaces, require further practical study. In this paper, a newly-developed vehicle-mounted GPR detection system is introduced. We used a horizontal high-pass filter and a modified layer localization method to extract the underground layers. Besides, according to lab experiments and simulation analysis, we proposed theoretical methods for detecting the degree of compaction and delamination at the interface, respectively. Moreover, a field test was carried out and the estimated results showed a satisfactory accuracy of the system and methods.
AB - The thickness estimation of the top surface layer and surface layer, as well as the detection of road defects, are of great importance to the quality conditions of asphalt pavement. Although ground penetrating radar (GPR) methods have been widely used in non-destructive detection of pavements, the thickness estimation of the thin top surface layer is still a difficult problem due to the limitations of GPR resolution and the similar permittivity of asphalt sub-layers. Besides, the detection of some road defects, including inadequate compaction and delamination at interfaces, require further practical study. In this paper, a newly-developed vehicle-mounted GPR detection system is introduced. We used a horizontal high-pass filter and a modified layer localization method to extract the underground layers. Besides, according to lab experiments and simulation analysis, we proposed theoretical methods for detecting the degree of compaction and delamination at the interface, respectively. Moreover, a field test was carried out and the estimated results showed a satisfactory accuracy of the system and methods.
KW - Asphalt layer thickness
KW - Degree of compaction
KW - Delamination at interfaces
KW - Layer localization method
KW - Top surface asphalt layer
KW - Vehicle-mounted GPR system
UR - http://www.scopus.com/inward/record.url?scp=85005943514&partnerID=8YFLogxK
U2 - 10.3390/s16122067
DO - 10.3390/s16122067
M3 - Article
AN - SCOPUS:85005943514
SN - 1424-8220
VL - 16
JO - Sensors
JF - Sensors
IS - 12
M1 - 2067
ER -