• DocumentCode
    2776378
  • Title

    Performance of prewhitening beamforming in MEG dual experimental conditions

  • Author

    Sekihara, Kensuke ; Hild, Kenneth E., II ; Dalal, Sarang S. ; Nagarajan, Srikantan S.

  • Author_Institution
    Dept. of Syst. Design & Eng., Tokyo Metropolitan Univ.
  • fYear
    2007
  • fDate
    2-5 May 2007
  • Firstpage
    244
  • Lastpage
    247
  • Abstract
    This paper presents an analysis on the performance of the prewhitening beamformer when applied to MEG experiments involving dual (task and control) conditions. We analyze the performance of the prewhitening method under two kinds of realistic scenarios. In the first scenario, we assume that some sources exist only in the control condition but they not in the task condition. In the second scenario, we assume that some signal sources exist both in the control and the task conditions, and that they change intensity between the two conditions. Our analysis shows that the prewhitening method is very robust to these non-ideal scenarios, and the results of this analysis are validated in our experiments.
  • Keywords
    biology computing; magnetoencephalography; medical image processing; MEG dual experimental condition; magnetoencephalography; prewhitening beamformer; prewhitening beamforming; Additive noise; Array signal processing; Covariance matrix; Interference; Magnetic field measurement; Magnetic noise; Magnetic sensors; Performance analysis; Signal analysis; Signal generators;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Neural Engineering, 2007. CNE '07. 3rd International IEEE/EMBS Conference on
  • Conference_Location
    Kohala Coast, HI
  • Print_ISBN
    1-4244-0792-3
  • Electronic_ISBN
    1-4244-0792-3
  • Type

    conf

  • DOI
    10.1109/CNE.2007.369657
  • Filename
    4227262