Numerical analysis of electrical defibrillation. The parallel approach.
Numerical modeling offers a viable tool for studying electrical defibrillation, allowing the behavior of field quantities to be observed easily as the different system parameters are varied. One numerical technique, namely the finite-element method, has been found particularly effective for modeling complex thoracic anatomies. However, an accurate finite-element model of the thorax often requires a large number of elements and nodes, leading to a large set of equations that cannot be solved effectively with the computational power of conventional computers. This is especially true if many finite-element solutions need to be achieved within a reasonable time period (eg, electrode configuration optimization). In this study, the use of massively parallel computers to provide the memory and reduction in solution time for solving these large finite-element problems is discussed. Both the uniform and unstructured grid approaches are considered. Algorithms that allow efficient mapping of uniform and unstructured grids to data-parallel and message-passing parallel computers are discussed. An automatic iterative procedure for electrode configuration optimization is presented. The procedure is based on the minimization of an objective function using the parallel direct search technique. Computational performance results are presented together with simulation results.
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Klipsch Department of Electrical and Computer Engineering, New Mexico State University, Las Cruces 88003, USA.
Hutchinson
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D000465:Algorithms; D018780:Body Surface Potential Mapping; D003195:Computer Communication Networks; D003198:Computer Simulation; D003199:Computer Systems; D004554:Electric Countershock / Q000295:instrumentation / Q000379:methods; D004566:Electrodes; D001330:Electronic Data Processing; D006801:Humans; D008955:Models, Cardiovascular; D008959:Models, Neurological; D012984:Software; D013997:Time Factors