Advanced Techniques for Ground Penetrating Radar Imaging

• Other Authors: López, Yuri (Editor), Fernández, María García (Editor)
• Format: Electronic Book Chapter
• Language: English
• Published: Basel, Switzerland MDPI - Multidisciplinary Digital Publishing Institute 2021
• Subjects: Technology: general issues; Ground Penetrating Radar (GPR); Unmanned Aerial Vehicles (UAVs); Synthetic Aperture Radar (SAR); Real Time Kinematic (RTK); Ultra-Wide-Band (UWB); landmine and IED detection; non-destructive testing; GPR; coherence; semblance; attribute analysis; imaging; GPR trace; high-resolution data; large-scale survey; archaeological prospection; Ground-Penetrating Radar; velocity analysis; coherency functionals; GPR data processing; GPR data migration; spatial-variant convolution neural network (SV-CNN); spatial-variant convolution kernel (SV-CK); radar image enhancing; MIMO radar; neural networks; imaging radar; ground penetrating radar; wavelet scattering network; machine learning; support vector machine; pipeline identification; snow; snow water equivalent (SWE); stepped-frequency continuous wave radar (SFCW); software defined radio (SDR); snowpack multilayer reflectance; Ground Penetrating Radar; Synthetic Aperture Radar; landmine; Improvised Explosive Device; radar; noise attenuation; Gaussian spike impulse noise; deep convolutional denoising autoencoders (CDAEs); deep convolutional denoising autoencoders with network structure optimization (CDAEsNSO); applied geophysics; digital signal processing; enhancement of 3D-GPR datasets; clutter noise removal; spectral filtering; ground-penetrating radar; nondestructive testing; pipelines detection; modeling; signal processing; n/a
• Online Access: DOAB: download the publication; DOAB: description of the publication

Ground penetrating radar (GPR) has become one of the key technologies in subsurface sensing and, in general, in non-destructive testing (NDT), since it is able to detect both metallic and nonmetallic targets. GPR for NDT has been successfully introduced in a wide range of sectors, such as mining and...