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dc.contributor.editorLópez, Yuri
dc.contributor.editorFernández, María García
dc.date.accessioned2022-01-11T13:47:25Z
dc.date.available2022-01-11T13:47:25Z
dc.date.issued2021
dc.identifierONIX_20220111_9783036521497_782
dc.identifier.urihttps://directory.doabooks.org/handle/20.500.12854/76950
dc.description.abstractGround 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 geology, glaciology, civil engineering and civil works, archaeology, and security and defense. In recent decades, improvements in georeferencing and positioning systems have enabled the introduction of synthetic aperture radar (SAR) techniques in GPR systems, yielding GPR–SAR systems capable of providing high-resolution microwave images. In parallel, the radiofrequency front-end of GPR systems has been optimized in terms of compactness (e.g., smaller Tx/Rx antennas) and cost. These advances, combined with improvements in autonomous platforms, such as unmanned terrestrial and aerial vehicles, have fostered new fields of application for GPR, where fast and reliable detection capabilities are demanded. In addition, processing techniques have been improved, taking advantage of the research conducted in related fields like inverse scattering and imaging. As a result, novel and robust algorithms have been developed for clutter reduction, automatic target recognition, and efficient processing of large sets of measurements to enable real-time imaging, among others. This Special Issue provides an overview of the state of the art in GPR imaging, focusing on the latest advances from both hardware and software perspectives.
dc.languageEnglish
dc.subject.classificationthema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issuesen_US
dc.subject.otherGround Penetrating Radar (GPR)
dc.subject.otherUnmanned Aerial Vehicles (UAVs)
dc.subject.otherSynthetic Aperture Radar (SAR)
dc.subject.otherReal Time Kinematic (RTK)
dc.subject.otherUltra-Wide-Band (UWB)
dc.subject.otherlandmine and IED detection
dc.subject.othernon-destructive testing
dc.subject.otherGPR
dc.subject.othercoherence
dc.subject.othersemblance
dc.subject.otherattribute analysis
dc.subject.otherimaging
dc.subject.otherGPR trace
dc.subject.otherhigh-resolution data
dc.subject.otherlarge-scale survey
dc.subject.otherarchaeological prospection
dc.subject.otherGround-Penetrating Radar
dc.subject.othervelocity analysis
dc.subject.othercoherency functionals
dc.subject.otherGPR data processing
dc.subject.otherGPR data migration
dc.subject.otherspatial-variant convolution neural network (SV-CNN)
dc.subject.otherspatial-variant convolution kernel (SV-CK)
dc.subject.otherradar image enhancing
dc.subject.otherMIMO radar
dc.subject.otherneural networks
dc.subject.otherimaging radar
dc.subject.otherground penetrating radar
dc.subject.otherwavelet scattering network
dc.subject.othermachine learning
dc.subject.othersupport vector machine
dc.subject.otherpipeline identification
dc.subject.othersnow
dc.subject.othersnow water equivalent (SWE)
dc.subject.otherstepped-frequency continuous wave radar (SFCW)
dc.subject.othersoftware defined radio (SDR)
dc.subject.othersnowpack multilayer reflectance
dc.subject.otherGround Penetrating Radar
dc.subject.otherSynthetic Aperture Radar
dc.subject.otherlandmine
dc.subject.otherImprovised Explosive Device
dc.subject.otherradar
dc.subject.othernoise attenuation
dc.subject.otherGaussian spike impulse noise
dc.subject.otherdeep convolutional denoising autoencoders (CDAEs)
dc.subject.otherdeep convolutional denoising autoencoders with network structure optimization (CDAEsNSO)
dc.subject.otherapplied geophysics
dc.subject.otherdigital signal processing
dc.subject.otherenhancement of 3D-GPR datasets
dc.subject.otherclutter noise removal
dc.subject.otherspectral filtering
dc.subject.otherground-penetrating radar
dc.subject.othernondestructive testing
dc.subject.otherpipelines detection
dc.subject.othermodeling
dc.subject.othersignal processing
dc.subject.othern/a
dc.titleAdvanced Techniques for Ground Penetrating Radar Imaging
dc.typebook
oapen.identifier.doi10.3390/books978-3-0365-2150-3
oapen.relation.isPublishedBy46cabcaa-dd94-4bfe-87b4-55023c1b36d0
oapen.relation.isbn9783036521497
oapen.relation.isbn9783036521503
oapen.pages218
oapen.place.publicationBasel, Switzerland


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