DocumentCode :
380448
Title :
Computationally efficient methods for solving the bidomain equations in 3D
Author :
Vigmond, Edward J. ; Aguel, Felipe ; Trayanova, Natalia A.
Author_Institution :
Dept. of Electr. & Comput. Eng., Calgary Univ., Alta., Canada
Volume :
1
fYear :
2001
fDate :
2001
Firstpage :
348
Abstract :
The bidomain equations represent the most complete description of cardiac electrical activity. However, the equations prove computationally burdensome as the resulting system of equations has two entries per spatial node. This paper examines the computational performance obtained by decoupling the bidomain equations into two separate systems of equations, an elliptic equation for the extracellular potential, and a parabolic equation for the transmembrane voltage. Each set of equations was solved on different grids with different time steps. For the elliptic problem, the performances of direct and iterative solvers were compared. For the parabolic equation, the interconnected cable method (ICCM) was compared to the finite element method (FEM). Results were obtained by simulating activity in a 3D slab of cardiac tissue whose ionic currents were described by modified Beeler-Reuter equations. It was found that the elliptic equation solution dominated the calculation. Reducing the frequency of solution and/or halving the spatial resolution resulted in considerable speed up while maintaining a reasonable error. Direct solvers were faster by a factor of 2-3 and the ICCM was about twice as fast in solving the parabolic equation as compared to the FEM. Both the elliptic and parabolic equations scaled linearly with the number of nodes.
Keywords :
bioelectric phenomena; biomembrane transport; cardiology; defibrillators; elliptic equations; finite element analysis; iterative methods; parabolic equations; physiological models; 3D slab; bidomain equations; cardiac electrical activity; cardiac tissue; computationally efficient methods; defibrillatory shocks; different grids; direct solvers; electrical defibrillation; elliptic equation; elliptic equation solution; elliptic equations; extracellular potential; fibrillation; finite element method; interconnected cable method; ionic currents; iterative solvers; modified Beeler-Reuter equations; number of nodes; parabolic equation; spatial node; spatial resolution; time steps; transmembrane voltage; Biomedical computing; Cardiac tissue; Computational modeling; Defibrillation; Electric shock; Equations; Extracellular; Finite element methods; Heart; Optical fiber cables;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Engineering in Medicine and Biology Society, 2001. Proceedings of the 23rd Annual International Conference of the IEEE
ISSN :
1094-687X
Print_ISBN :
0-7803-7211-5
Type :
conf
DOI :
10.1109/IEMBS.2001.1018931
Filename :
1018931
Link To Document :
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