relation: http://www.eledia.org/students-reports/896/
title: Collecting Scattering Data for Microwave Imaging by means of the Compressive Sensing Technique
creator: OLIVERI, Giacomo
creator: ANSELMI, Nicola
creator: SALUCCI, Marco
creator: POLI, Lorenzo
creator: MASSA, Andrea
subject: A WC Next Generation Wireless Communications
subject: M CS Compressive Sensing
description: This study explores the design of data acquisition systems for microwave imaging, focusing on minimizing the Restricted Isometry Constant (RIC) bound of the observation matrix, which models the acquisition system.  Initially, the collection of scattering data is framed within the context of Compressive Sampling (CS), an approach that reduces the number of required samples by exploiting signal sparsity.  A novel incoherence-based RIC bound is introduced, incorporating the physical attributes of the microwave imaging system. Several numerical experiments are conducted to assess the method’s performance in data acquisition and its influence on CS-based inversion, compared to conventional Nyquist–Shannon sampling techniques.
publisher: ELEDIA Research Center - University of Trento
date: 2024-09-19
type: Monograph
type: NonPeerReviewed
format: text
language: en
identifier: http://www.eledia.org/students-reports/896/1/Collecting_Scattering_Data_for_Microwave_Imaging_by_means_of_the_Compressive_Sensing_Technique.pdf
identifier:   OLIVERI, Giacomo and ANSELMI, Nicola and SALUCCI, Marco and POLI, Lorenzo and MASSA, Andrea  (2024) Collecting Scattering Data for Microwave Imaging by means of the Compressive Sensing Technique.  Technical Report. ELEDIA Research Center - University of Trento.