• DocumentCode
    2853380
  • Title

    Effect of perturbations in the geometry on the electroencephalography inverse problem

  • Author

    von Ellenrieder, N. ; Muravchik, C.H. ; Nehorai, A.

  • Author_Institution
    Fac. de Ingenieria, Univ. Nacional de La Plata, Argentina
  • fYear
    2003
  • fDate
    28 Sept.-1 Oct. 2003
  • Firstpage
    286
  • Lastpage
    289
  • Abstract
    We study the effect of perturbations in the geometry of the head model on the accuracy of electroencephalography (EEG) source parameter estimation. These perturbations are small changes in the surfaces between layers of different electric conductivities used to model the head. We use a meshless method to solve the EEG forward problem. The method needs only a set of points on the surfaces to describe the model geometry. It allows a simple computation of the sensitivity of the estimation problem to the positions of these surface points. The effect of the perturbations on the measured electric potential is analyzed by means of the Cramer-Rao bound for the source parameter estimation.
  • Keywords
    covariance matrices; electrical conductivity; electroencephalography; inverse problems; medical signal processing; parameter estimation; Cramer-Rao bound; EEG; electric conductivities; electric potential measurement; electroencephalography; geometry; inverse problem; meshless method; perturbations; source parameter estimation; Brain modeling; Computer interfaces; Electric potential; Electric variables measurement; Electroencephalography; Geometry; Inverse problems; Magnetic heads; Parameter estimation; Solid modeling;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Statistical Signal Processing, 2003 IEEE Workshop on
  • Print_ISBN
    0-7803-7997-7
  • Type

    conf

  • DOI
    10.1109/SSP.2003.1289400
  • Filename
    1289400