Title :
Sensitivity matrix analysis for contactless electrical conductivity imaging
Author :
Zengin, Reyhan ; Gençer, Nevzat G.
Author_Institution :
Elektr. ve Elektron. Muhendisligi Bolumu, Orta Dogu Teknik Univ., Ankara, Turkey
Abstract :
In this study, the sensitivity matrix for contactless electrical conductivity imaging was analyzed. Images of conductivity distribution were obtained using the reconstruction algorithms. To analyze the sensitivity matrix, a homogeneous volume conductor with 0.2 S/m conductivity and a 7×7 grid of coil pairs were chosen. Sensitivity distributions for all receiver- transmitter coils were imaged. To image conductivity distribution, forward problem with different conductivity distributions was solved. These results were used as data for inverse problem solution. Images of conductivity distributions were obtained by using Steepest Descent Method, Conjugate Gradient Method and Tikhonov Regularization Method. The best image was obtained using Steepest Descent Method with 2.5% error.
Keywords :
bioelectric phenomena; electrical conductivity measurement; gradient methods; inverse problems; matrix algebra; medical computing; Tikhonov regularization method; conductivity distribution images; conjugate gradient method; contactless electrical conductivity imaging; forward problem; homogeneous volume conductor; inverse problem; receiver-transmitter coils; reconstruction algorithms; sensitivity matrix analysis; steepest descent method; Coils; Conductivity; Conductors; Contacts; Gradient methods; Image analysis; Inverse problems; Reconstruction algorithms; Transmitters;
Conference_Titel :
Biomedical Engineering Meeting (BIYOMUT), 2010 15th National
Conference_Location :
Antalya
Print_ISBN :
978-1-4244-6380-0
DOI :
10.1109/BIYOMUT.2010.5479819