DocumentCode :
2949731
Title :
A GPU-based calculation using the three-dimensional FDTD method for electromagnetic field analysis
Author :
Nagaoka, Tomoaki ; Watanabe, Soichi
Author_Institution :
Electromagn. Compatibility Group, Nat. Inst. of Inf. & Commun. Technol., Tokyo, Japan
fYear :
2010
fDate :
Aug. 31 2010-Sept. 4 2010
Firstpage :
327
Lastpage :
330
Abstract :
Numerical simulations with the numerical human model using the finite-difference time domain (FDTD) method have recently been performed frequently in a number of fields in biomedical engineering. However, the FDTD calculation runs too slowly. We focus, therefore, on general purpose programming on the graphics processing unit (GPGPU). The three-dimensional FDTD method was implemented on the GPU using Compute Unified Device Architecture (CUDA). In this study, we used the NVIDIA Tesla C1060 as a GPGPU board. The performance of the GPU is evaluated in comparison with the performance of a conventional CPU and a vector supercomputer. The results indicate that three-dimensional FDTD calculations using a GPU can significantly reduce run time in comparison with that using a conventional CPU, even a native GPU implementation of the three-dimensional FDTD method, while the GPU/CPU speed ratio varies with the calculation domain and thread block size.
Keywords :
biomedical engineering; electromagnetic wave absorption; finite difference time-domain analysis; general purpose computers; medical signal processing; parallel machines; CUDA; Compute Unified Device Architecture; GPU; NVIDIA Tesla C1060; biomedical engineering; electromagnetic field analysis; finite difference time domain; general purpose programming; graphics processing unit; thread block size; three-dimensional FDTD; vector supercomputer; Finite difference methods; Graphics processing unit; Humans; Instruction sets; Kernel; Numerical models; Time domain analysis; Algorithms; Child, Preschool; Computer Graphics; Computer Simulation; Computers; Electromagnetic Fields; Humans; Image Processing, Computer-Assisted; Models, Anatomic;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Engineering in Medicine and Biology Society (EMBC), 2010 Annual International Conference of the IEEE
Conference_Location :
Buenos Aires
ISSN :
1557-170X
Print_ISBN :
978-1-4244-4123-5
Type :
conf
DOI :
10.1109/IEMBS.2010.5627705
Filename :
5627705
Link To Document :
بازگشت