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
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