Virtual testing of automated driving systems. A survey on validation methods
This paper surveys the state-of-the-art contributions supporting the validation of virtual
testing toolchains for Automated Driving System (ADS) verification. The work builds upon the …
testing toolchains for Automated Driving System (ADS) verification. The work builds upon the …
[HTML][HTML] gprMax: Open source software to simulate electromagnetic wave propagation for Ground Penetrating Radar
Abstract gprMax is open source software that simulates electromagnetic wave propagation,
using the Finite-Difference Time-Domain (FDTD) method, for the numerical modelling of …
using the Finite-Difference Time-Domain (FDTD) method, for the numerical modelling of …
Learning to remove clutter in real-world GPR images using hybrid data
The clutter in the ground-penetrating radar (GPR) radargram disguises or distorts
subsurface target responses, which severely affects the accuracy of target detection and …
subsurface target responses, which severely affects the accuracy of target detection and …
A realistic FDTD numerical modeling framework of ground penetrating radar for landmine detection
I Giannakis, A Giannopoulos… - IEEE journal of selected …, 2015 - ieeexplore.ieee.org
A three-dimensional (3-D) finite-difference time-domain (FDTD) algorithm is used in order to
simulate ground penetrating radar (GPR) for landmine detection. Two bowtie GPR …
simulate ground penetrating radar (GPR) for landmine detection. Two bowtie GPR …
[HTML][HTML] A CUDA-based GPU engine for gprMax: Open source FDTD electromagnetic simulation software
Abstract The Finite-Difference Time-Domain (FDTD) method is a popular numerical
modelling technique in computational electromagnetics. The volumetric nature of the FDTD …
modelling technique in computational electromagnetics. The volumetric nature of the FDTD …
A machine learning-based fast-forward solver for ground penetrating radar with application to full-waveform inversion
I Giannakis, A Giannopoulos… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
The simulation, or forward modeling, of ground penetrating radar (GPR) is becoming a more
frequently used approach to facilitate the interpretation of complex real GPR data, and as an …
frequently used approach to facilitate the interpretation of complex real GPR data, and as an …
Deep learning–based nondestructive evaluation of reinforcement bars using ground‐penetrating radar and electromagnetic induction data
X Li, H Liu, F Zhou, Z Chen… - Computer‐Aided Civil …, 2022 - Wiley Online Library
This paper proposes a nondestructive evaluation method based on deep learning using
combined ground‐penetrating radar (GPR) and electromagnetic induction (EMI) data for …
combined ground‐penetrating radar (GPR) and electromagnetic induction (EMI) data for …
A machine learning scheme for estimating the diameter of reinforcing bars using ground penetrating radar
I Giannakis, A Giannopoulos… - IEEE Geoscience and …, 2020 - ieeexplore.ieee.org
Ground penetrating radar (GPR) is a well-established tool for detecting and locating
reinforcing bars (rebars) in concrete structures. However, using GPR to quantify the diameter …
reinforcing bars (rebars) in concrete structures. However, using GPR to quantify the diameter …
A novel convolutional autoencoder-based clutter removal method for buried threat detection in ground-penetrating radar
E Temlioglu, I Erer - IEEE Transactions on Geoscience and …, 2021 - ieeexplore.ieee.org
The clutter encountered in ground-penetrating radar (GPR) systems seriously affects the
performance of the subsurface target detection methods. A new clutter removal method …
performance of the subsurface target detection methods. A new clutter removal method …
Full-wave modeling of near-field radar data for planar layered media reconstruction
S Lambot, F André - IEEE Transactions on Geoscience and …, 2013 - ieeexplore.ieee.org
A new near-field radar modeling approach for wave propagation in planar layered media is
presented. The radar antennas are intrinsically modeled using an equivalent set of …
presented. The radar antennas are intrinsically modeled using an equivalent set of …