relation: http://www.eledia.org/students-reports/369/
title: Dealing with Aspect-Limited Data Through an Innovative Microwave Imaging Multi-Source Technique: Potentialities and Limitations
creator: Franceschini, Davide
creator: Benedetti, Manuel
creator: Donelli, Massimo
creator: Rocca, Paolo
creator: Massa, Andrea
subject: TU Technical Reports and Publications
description: In this contribution, an innovative methodology aimed at increasing the amount of scattering data (avoiding further a-]priori assumptions on the investigation domain) is analyzed. According to the multi-source (MS) approach, the investigation domain is illuminated by means of different probing sources, each of them characterized by a proper (and different) radiation pattern, to induce different scattering interactions able to "show" different "aspects" of the scatterer under test. Integrated with a multi-view strategy and recurring to the iterative multi-scaling procedure [Donelli et al., 2006], the exploitation of the "source diversity" (through the definition of a suitable multi-source/multi-view cost function) enlarges in a non-negligible fashion the number of retrievable unknowns by enhancing the robustness of the imaging process with respect to the noise and the stability of the inversion procedure as well as the reconstruction accuracy. Moreover, the reduction of the ratio between dimension of the space of the unknowns and that of data implies a decreased sensitivity to false solutions [Isernia et al., 2001] leading to a more tractable optimization problem. A large number of numerical simulations confirm the effectiveness of the inversion strategy as well as its robustness with respect to noise on data. Moreover, the results of a comparative study with single-source methodologies further point out the advantages and potentialities of the approach when dealing with aspect-limited data acquisition setups.
date: 2011-01
type: Technical Report
type: NonPeerReviewed
format: application/pdf
language: en
identifier: http://www.eledia.org/students-reports/369/1/DISI-11-237.C128.pdf
identifier:   Franceschini, Davide and Benedetti, Manuel and Donelli, Massimo and Rocca, Paolo and Massa, Andrea  (2011) Dealing with Aspect-Limited Data Through an Innovative Microwave Imaging Multi-Source Technique: Potentialities and Limitations.  [Technical Report]