Title :
Computing room acoustics with CUDA - 3D FDTD schemes with boundary losses and viscosity
Author :
Webb, Craig J. ; Bilbao, Stefan
Author_Institution :
Acoust. & Fluid Dynamics Group/Music, Univ. of Edinburgh, Edinburgh, UK
Abstract :
In seeking to model realistic room acoustics, direct numerical simulation can be employed. This paper presents 3D Finite Difference Time Domain schemes that incorporate losses at boundaries and due to the viscosity of air. These models operate within a virtual room designed on a detailed floor plan. The schemes are computed at 44.1kHz, using large-scale data sets containing up to 100 million points each. A performance comparison is made between serial computation in C, and parallel computation using CUDA on GPUs, showing up to 80 times speed-ups. Testing on two different Nvidia Tesla cards shows the benefits of the latest FERMI architecture for double precision floating-point computation.
Keywords :
architectural acoustics; computer graphic equipment; computer graphics; coprocessors; finite difference time-domain analysis; floating point arithmetic; viscosity; wave equations; 3D FDTD scheme; 3D finite difference time domain scheme; CUDA; FERMI architecture; GPU; Nvidia Tesla card; boundary losses; direct numerical simulation; frequency 44.1 kHz; realistic room acoustic; viscosity; Acoustics; Computational modeling; Finite difference methods; Graphics processing unit; Three dimensional displays; Time domain analysis; Viscosity; 3D FDTD; CUDA; Room Acoustics;
Conference_Titel :
Acoustics, Speech and Signal Processing (ICASSP), 2011 IEEE International Conference on
Conference_Location :
Prague
Print_ISBN :
978-1-4577-0538-0
Electronic_ISBN :
1520-6149
DOI :
10.1109/ICASSP.2011.5946404