• 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