relation: http://www.eledia.org/students-reports/894/
title: Scattering Data Acquisition in Microwave Imaging Using Compressive Sampling Techniques
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 work focuses on the design of data acquisition systems for microwave imaging. Initially, the problem of  scattering data collection is formulated within the framework of Compressive Sampling (CS).  The resulting problem is addressed by minimizing the bound on the Restricted Isometry Constant (RIC)  of the observation matrix, which mathematically models the acquisition system. To achieve this, a novel  incoherence-based RIC bound is developed to account for the underlying physical properties of the microwave  imaging setup. Numerical experiments are conducted to evaluate the information acquisition capabilities of the  proposed method and to assess its impact on the performance of subsequent Compressive Sensing (CS)-based inversion,  in comparison with traditional Nyquist–Shannon sampling techniques.
publisher: ELEDIA Research Center - University of Trento
date: 2024-09-13
type: Monograph
type: NonPeerReviewed
format: text
language: en
identifier: http://www.eledia.org/students-reports/894/1/Scattering_Data_Acquisition_in_Microwave_Imaging_Using_Compressive_Sampling_Techniques.pdf
identifier:   OLIVERI, Giacomo and ANSELMI, Nicola and SALUCCI, Marco and POLI, Lorenzo and MASSA, Andrea  (2024) Scattering Data Acquisition in Microwave Imaging Using Compressive Sampling Techniques.  Technical Report. ELEDIA Research Center - University of Trento.