eprintid: 567
rev_number: 8
eprint_status: archive
userid: 5
dir: disk0/00/00/05/67
datestamp: 2004-09-01
lastmod: 2013-07-03 13:08:22
status_changed: 2013-07-03 13:08:22
type: techreport
metadata_visibility: show
item_issues_count: 0
creators_name: Casagranda, Aronne
creators_name: Franceschini, Davide
creators_name: Massa, Andrea
title: Assessment of the Reliability and Exploitation of the Information Content of Inverse Scattering Data through a Fuzzy-Logic-Based Strategy - Preliminary Results
ispublished: unpub
subjects: TU
full_text_status: public
abstract: The presence of the noise in the measured data should be carefully considered in inverse scattering methodologies, because of the intrinsic ill-conditioning of the problem. To limit the effects of the noise on the retrieval procedure, this paper presents an innovative fuzzy-logic-based approach. The proposed strategy allows one to take into account the corrupted nature of the data by fully exploiting all the available information content of the measurements. Selected synthetic and experimental test cases are considered for assessing the effectiveness of the proposed approach also in comparison with a reference inverse scattering technique.
date: 2004-08
date_type: published
institution: University of Trento
department: informaticat
refereed: FALSE
referencetext: [1] J. H. Richmond, “Scattering by a dielectric cylinder of arbitrary cross
section shape,” IEEE Trans. Antennas Propag., vol. AP-13, no. 3, pp.
334–341, May 1965.
[2] L. A. Zadeh, “Fuzzy sets,” Inf. Contr., vol. 8, pp. 338–353, 1965.
[3] S. Caorsi, M. Donelli, and A. Massa, “Detection, location and imaging
of multiple scatterers by means of the iterative multiscaling method,”
IEEE Trans. Microwave Theory Tech., vol. 52, no. 4, pp. 1217–1228,
Apr. 2004.
[4] S. Caorsi, M. Donelli, D. Franceschini, and A. Massa, “A new methodology based on an iterative multiscaling for microwave imaging,” IEEE
Trans. Microwave Theory Tech., vol. 51, no. 4, pp. 1162–1173, Apr.
2003.
[5] R. V. Kohn and A. McKenney, “Numerical implementation of a variational method for electrical impedance tomography,” Inv. Probl., vol. 6,
pp. 389–414, 1990.
[6] K. Belkebir and M. Saillard, “Special section: Testing inversion algorithms against experimental data,” Inv. Probl., vol. 17, pp. 1565–1702,
2001.
citation:   Casagranda, Aronne and Franceschini, Davide and Massa, Andrea  (2004) Assessment of the Reliability and Exploitation of the Information Content of Inverse Scattering Data through a Fuzzy-Logic-Based Strategy - Preliminary Results.  [Technical Report]    (Unpublished)  
document_url: http://www.eledia.org/students-reports/567/1/DIT-04-065.pdf