Title :
A new tool for the identification and localization of electromagnetic sources by using independent component analysis
Author :
Capizzi, G. ; Coco, S. ; Laudani, A.
Author_Institution :
DIEES, Catania Univ.
Abstract :
In this paper a new tool is presented for the identification and localization of electromagnetic sources. The tool is based on independent component analysis techniques and exploits efficient empirical models of electromagnetic propagation such as the Okumura-Hata one. The identification and localization of sources is obtained by processing a suitable number of field data, measured at certain points, and solving an inverse problem. An example of application is also given in order to show the performance of the localization tool
Keywords :
electromagnetic wave propagation; independent component analysis; inverse problems; Okumura-Hata models; electromagnetic propagation; electromagnetic source localization; independent component analysis techniques; inverse problem; localization tool; Electromagnetic analysis; Electromagnetic fields; Electromagnetic measurements; Electromagnetic modeling; Electromagnetic propagation; Independent component analysis; Inverse problems; Pollution measurement; Position measurement; Sensor phenomena and characterization;
Conference_Titel :
Electromagnetic Field Computation, 2006 12th Biennial IEEE Conference on
Conference_Location :
Miami, FL
Print_ISBN :
1-4244-0320-0
DOI :
10.1109/CEFC-06.2006.1632854