Litcius/Paper detail

Multilines Imaging Approach for Mini-UAV Radar Imaging System

Carlo Noviello, Giuseppe Esposito, Ilaria Catapano, Francesco Soldovieri

2021IEEE Geoscience and Remote Sensing Letters21 citationsDOI

Abstract

This letter deals with an imaging strategy able to manage effectively data collected on multiple lines by means of a Mini-Unmanned Aerial Vehicle (M-UAV) radar system operating in Sounder mode. The strategy, named multilines imaging approach (MIA), allows an effective 3-D pseudo-representation of the investigated volume. At the first step, MIA faces the problem of reconstructing 2-D domains (slices) by exploiting data collected on one or more lines. Then, MIA interpolates the 2-D reconstructions to provide the 3-D representation. The imaging of each slice is formulated as a linear inverse scattering problem, which is solved by means of the truncated singular value decomposition (TSVD) regularization scheme. The MIA effectiveness is assessed by processing real data collected at Archeological Park of Paestum and Velia, Paestum, Italy.

Topics & Concepts

Singular value decompositionRadar imagingComputer scienceRadarComputer visionArtificial intelligenceRegularization (linguistics)Remote sensingGeologyTelecommunicationsGeophysical Methods and ApplicationsMicrowave Imaging and Scattering AnalysisUnderwater Acoustics Research