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
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);
Journal_Title :
Magnetics, IEEE Transactions on
DOI :
10.1109/TMAG.2011.2173754