DocumentCode :
1734017
Title :
Blind electromagnetic source separation and localization
Author :
Fiori, Simone ; Burrascano, Pietro
Author_Institution :
Dept. of Ind. Eng., Perugia Univ., Italy
Volume :
1
fYear :
2002
fDate :
6/24/1905 12:00:00 AM
Abstract :
A blind source separation algorithm is used to estimate the mixing operator from electromagnetic emission signals through independent component analysis (ICA) technique. The mixing operator contains important information about the sources´ features and about the electromagnetic field propagation phenomena, thus, by properly interpreting the results given by the ICA algorithm, a blind source localization procedure is developed. This is the first step in an electromagnetic environmental pollution monitoring task.
Keywords :
electromagnetic wave propagation; parameter estimation; pollution; signal processing; EM environmental pollution monitoring; ICA; blind source localization; blind source separation; electromagnetic emission signals; independent component analysis; mixing operator; Antenna measurements; Area measurement; Blind source separation; Electromagnetic fields; Electromagnetic radiation; Independent component analysis; Measurement standards; Neural networks; Pollution measurement; Source separation;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Circuits and Systems, 2002. ISCAS 2002. IEEE International Symposium on
Print_ISBN :
0-7803-7448-7
Type :
conf
DOI :
10.1109/ISCAS.2002.1009933
Filename :
1009933
Link To Document :
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