Title :
An algorithm for efficient computation of spatial impulse response on the GPU with application in ultrasound simulation
Author :
Shams, Ramtin ; Luna, Florian ; Hartley, Richard I.
Author_Institution :
Sch. of Eng., Australian Nat. Univ. (ANU), Canberra, ACT, Australia
fDate :
March 30 2011-April 2 2011
Abstract :
Computation of the spatial impulse response (SIR) is a time-consuming but fundamental step in the computation of the linear ultrasonic fields in homogeneous media and the scattering fields in the presence of non-homogeneity. In this paper, we present a new algorithm for the computation of the SIR which is suitable for parallelization on massively multiprocessing platforms. The algorithm is numerically stable and can be used with double and single precision arithmetic. We present an implementation of the algorithm for CUDA-enabled GPUs. The results demonstrate a significant speedup (85-fold) in comparison with the state-of-the-art (implemented in Field II) and take us closer to the goal of accurate simulation of the ultrasound fields in real-time.
Keywords :
biomedical ultrasonics; computer graphics; coprocessors; medical computing; parallel algorithms; parallel architectures; CUDA-enabled GPU; compute unified device architecture; graphics processing units; parallelization algorithm; spatial impulse response; ultrasound simulation; Acoustics; Apertures; Computational modeling; Graphics processing unit; Instruction sets; Mathematical model; Ultrasonic imaging; CUDA; Field II; GPU; Massively Multiprocessing; Spatial Impulse Response; Ultrasound;
Conference_Titel :
Biomedical Imaging: From Nano to Macro, 2011 IEEE International Symposium on
Conference_Location :
Chicago, IL
Print_ISBN :
978-1-4244-4127-3
Electronic_ISBN :
1945-7928
DOI :
10.1109/ISBI.2011.5872351