GPR monitoring for road transport infrastructure: A systematic review and machine learning insights

M Rasol, JC Pais, V Pérez-Gracia, M Solla… - … and Building Materials, 2022 - Elsevier
Suitable road pavements assessment becomes essential to provide safe traffic movements
of people and goods. Moreover, a reliable transportation network is a crucial aspect of …

Review of GPR activities in Civil Infrastructures: Data analysis and applications

F Hou, X Rui, X Fan, H Zhang - Remote Sensing, 2022 - mdpi.com
Ground penetration radar (GPR) technology has received in-depth analysis and rapid
development in the field of civil engineering. GPR data analysis is one of the basic and …

Novel YOLOv3 model with structure and hyperparameter optimization for detection of pavement concealed cracks in GPR images

Z Liu, X Gu, H Yang, L Wang, Y Chen… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Accurately identifying and localizing concealed cracks in asphalt pavements through
nondestructive ground-penetrating radar (GPR) testing has attracted much attention …

Denoising method of ground-penetrating radar signal based on independent component analysis with multifractal spectrum

R Li, H Zhang, Z Chen, N Yu, W Kong, T Li, E Wang… - Measurement, 2022 - Elsevier
Denoising is commonly used to improve the signal-to-noise ratio of ground-penetrating
radar (GPR) for target detection and recognition. We propose an adaptive GPR denoising …

Methods for characterising the steel–concrete interface to enhance understanding of reinforcement corrosion: a critical review by RILEM TC 262-SCI

HS Wong, UM Angst, MR Geiker, OB Isgor… - Materials and …, 2022 - Springer
The steel–concrete interface (SCI) is a complex, multi-phase and multi-scale system. It is
widely known to influence the performance and long-term durability of concrete structures …

Ground penetrating radar (GPR) applications in concrete pavements

A Joshaghani, M Shokrabadi - International Journal of Pavement …, 2022 - Taylor & Francis
This article aims to outline the established Ground Penetrating Radar (GPR) applications for
concrete pavements that are currently under development or not yet commonly applied …

Detection of setting time during cement hydration using ground penetrating radar

L Xie, Z Xia, S Xue, X Fu - Journal of Building Engineering, 2022 - Elsevier
The setting time of concrete needs to be detected to ensure the construction quality control.
This research provides a new non-contact, nondestructive remote sensing detection method …

Detection and characterization of cracks in highway pavement with the amplitude variation of GPR Diffracted waves: Insights from forward modeling and field data

S Guo, Z Xu, X Li, P Zhu - Remote Sensing, 2022 - mdpi.com
It is important to distinguish between two common defects, fatigue cracks and reflective
cracks, and determine their locations (the top and bottom) in the highway pavement because …

Inner dimension detection of open and buried crack in asphalt pavement based on Rayleigh wave method

J Fan, T Ma, W Zhang, Y Zhu, H Wang - Construction and Building Materials, 2022 - Elsevier
In this paper, the finite element models of asphalt pavement with open vertical/inclined crack
and buried vertical crack were established, and the propagation route and energy …

Performance evaluation of ultra-thin wearing course with different polymer modified asphalt binders

J Yu, Y Chen, X Wei, N Dong, H Yu - Polymers, 2022 - mdpi.com
Ultra-thin wearing course (UTWC) as an asphalt overlay is widely used in pavement
maintenance for extending pavement service life. Researchers focused on improving and …