Title :
Finite difference numerical simulations of acoustic fields using the graphic processing unit
Author :
Ying Deng ; Hao Chen ; Xiao He
Author_Institution :
State Key Lab. of Acoust., Inst. of Acoust., Beijing, China
Abstract :
The finite difference time domain (FDTD) method is widely used in numerical simulations of acoustic fields. When the size of the model is too large, the amount of the grid points in the computational region is correspondingly huge, then the simulation will cost a lot of calculation time using CPU in a serial program. In this paper we use the graphic processing unit (GPU) to solve this problem. First, we use GPU to accelerate the numerical simulation of 2D second-order FDTD for the fluid medium model and get a 50-time speedup. Then we accelerate a 3-D model in horizontally layered isotropic medium and obtain a 10-time speedup. Based on this research, we can use GPU to accelerate simulations of more complicated models with MPI or OpenMP.
Keywords :
acoustic field; finite difference time-domain analysis; graphics processing units; 2D second-order FDTD; 3D model; GPU; MPI models; OpenMP models; acoustic fields; computational region; finite difference time domain method; fluid medium model; graphic processing unit; grid points; horizontally layered isotropic medium; numerical simulation; numerical simulations; serial program; FDTD; GPU; acoustic field; numerical simulation; parallel computing;
Conference_Titel :
Piezoelectricity, Acoustic Waves and Device Applications (SPAWDA), 2013 Symposium on
Conference_Location :
Changsha
Print_ISBN :
978-1-4799-3289-4
DOI :
10.1109/SPAWDA.2013.6841077