IEEE Transactions on Geoscience and Remote Sensing · 2015 · 93 citations · 38 references
Natural SciencesElectrical EngineeringComputational ElectromagneticsExploration GeophysicsMicrowave EngineeringElectromagnetic Inverse ProblemsGeophysical InversionGround-penetrating RadarRadar Signal ProcessingRadar SystemsScattering AnalysisFrequency HoppingGround-penetrating Radar SurveysInformation AcquisitionInverse Problem SolvingInverse ScatteringLocal SearchMicrowave ScatteringScattering Inverse Problems
An innovative information-acquisition approach to 2-D ground-penetrating radar (GPR) prospecting is presented. A microwave inverse-scattering nested scheme combining a frequency hopping (FH) procedure and a multifocusing (MF) technique is proposed. On the one hand, the FH scheme effectively handles multifrequency GPR data, whereas on the other hand, MF techniques have been proven to be effective tools in reducing the occurrence of multilocal minima affecting GPR investigations. This allows the use of a local search technique based on the conjugate gradient method to iteratively solve the inverse problem at hand. Selected results are reported and analyzed to give some insights to the interested readers on the advantages and limitations of such an approach when handling synthetically generated and experimental GPR data.
38
Numerical recipes: The art of scientific computing
L DAVIDROPER · Bulletin of Mathematical Biology · 1987 · 1.4K citations
Evolutionary optimization as applied to inverse scattering problems
Paolo Rocca, Manuel Benedetti, Massimo Donelli et al. · Inverse Problems · 2009 · 439 citations · Full text
Computing, Biomedical Engineering, Electrical Engineering +17