DocumentCode
1428595
Title
Precise Estimation of Correlated Bio-Electromagnetic Activities in Deep Source Space
Author
Luan, Feng ; Choi, Jong-Ho ; Lee, Chany ; Kim, Min-Hyuk ; Jung, Hyun-Kyo
Author_Institution
Sch. of Electr. Eng. & Comput. Sci., Seoul Nat. Univ., Seoul, South Korea
Volume
48
Issue
2
fYear
2012
Firstpage
339
Lastpage
342
Abstract
In this paper, an improved Wiener inverse technique for precisely estimating the correlated bio-electromagnetic activities in the deep source space is proposed. A novel weighting matrix building method obtained from the sensitivity similarity degree of the sensor array between the sources is presented, so as to enhance the property representation for the correlated deep sources. The results confirm that the proposed technique provides more detailed information for the source estimation, improves the result accuracy, and is physically more reasonable than the conventional Wiener and beamformer techniques.
Keywords
magnetoencephalography; matrix algebra; sensor arrays; stochastic processes; Wiener inverse technique; beamformer; bioelectromagnetic activities; deep source space; magnetoencephalography; source estimation; weighting matrix building method; Correlation; Educational institutions; Electroencephalography; Electromagnetics; Estimation; Sensitivity; Time series analysis; Correlated source; Wiener filter; deep source space; inverse computation; magnetoencephalography (MEG);
fLanguage
English
Journal_Title
Magnetics, IEEE Transactions on
Publisher
ieee
ISSN
0018-9464
Type
jour
DOI
10.1109/TMAG.2011.2173754
Filename
6136704
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