Title :
Source parameter estimation in inhomogeneous volume conductors of arbitrary shape
Author :
Oostendorp, Thom F. ; Van Oosterom, A.
Author_Institution :
Lab. of Med. Phys. & Biophys., Nijmegen Univ., Netherlands
fDate :
3/1/1989 12:00:00 AM
Abstract :
It is demonstrated that the use of a direct matrix inverse in the solution of the forward problem in volume conduction problems greatly facilitates the application of standard, nonlinear parameter estimation procedures for finding the strength as well as the location of the current source inside an inhomogeneous volume conductor of arbitrary shape from potential measurements at the outer surface (inverse procedure). This, in turn, facilitates the inclusion of a priori constraints. Where possible, the performance of the method is compared to that of the Gabor-Nelson method. Applications are in the field of bioelectricity (e.g. electrocardiography and electroencephalography).
Keywords :
bioelectric phenomena; parameter estimation; Gabor-Nelson method; a priori constraints; arbitrary shape; bioelectricity; direct matrix inverse; electrocardiography; electroencephalography; forward problem; inhomogeneous volume conductors; source parameter estimation; volume conduction problems; Bioelectric phenomena; Conductors; Current measurement; Electric potential; Electrocardiography; Electroencephalography; Measurement standards; Parameter estimation; Shape measurement; Volume measurement; Electric Conductivity; Female; Fetal Heart; Humans; Mathematics; Models, Biological; Pregnancy; Vectorcardiography;
Journal_Title :
Biomedical Engineering, IEEE Transactions on