DocumentCode :
3540716
Title :
RF tomography in free space: Experimental validation of the forward model and of a Conjugate Gradient inversion algorithm
Author :
Picco, Vittorio ; Negishi, Tadahiro ; Nishikata, Shoji ; Erricolo, Danilo
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of Illinois at Chicago, Chicago, IL, USA
fYear :
2013
fDate :
9-13 Sept. 2013
Firstpage :
1361
Lastpage :
1364
Abstract :
Experimental data are used to validate a novel inversion scheme, based on a Conjugate Gradient algorithm. The proposed inversion provides actionable reconstruction results at a fraction of the computational effort needed by classical regularization techniques. Additionally, Conjugate Gradient allows us to introduce physical bounds on the solution returned, if a re-orthogonalization technique is also applied. Experimental case studies are presented and discussed.
Keywords :
conjugate gradient methods; gradient methods; remote sensing; tomography; RF tomography; classical regularization; conjugate gradient algorithm; conjugate gradient inversion algorithm; forward model; free space; reorthogonalization technique; Antenna measurements; Image reconstruction; Permittivity; Radar imaging; Radio frequency; Tomography;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Electromagnetics in Advanced Applications (ICEAA), 2013 International Conference on
Conference_Location :
Torino
Print_ISBN :
978-1-4673-5705-0
Type :
conf
DOI :
10.1109/ICEAA.2013.6632472
Filename :
6632472
Link To Document :
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