Title :
Implementing a Highly Parameterized Digital PIV System on Reconfigurable Hardware
Author :
Bennis, Abderrahmane ; Leeser, Miriam ; Tadmor, Gilead
Author_Institution :
Northeastern Univ., Boston, MA, USA
Abstract :
This paper presents PARPIV the design and prototyping of a highly parameterized digital Particle Image Velocimetry (PIV) system implemented on reconfigurable hardware. Despite many improvements to PIV methods over the last twenty years, PIV post-processing remains a computationally intensive task. It becomes a serious bottleneck as camera acquisition rates reach 1000 frames per second. In this research, we aim to substantially speed up PIV processing by implementing it in reconfigurable hardware. Furthermore, this implementation is highly parameterized, supporting adaptation to a variety of setups and application domains. The circuit is parameterized by the dimensions of the captured images as well as the dimensions of the interrogation windows and sub-areas, pixel representation, board memory width, displacement and overlap. Through this work a parameterized library of different VHDL components was built. To the best of the authorspsila knowledge, this is the first highly parameterized PIV system implemented on reconfigurable hardware reported in the literature. For a typical PIV configuration with images of 512times512 pixels, 40times40 pixel interrogation windows and 32times32 pixel sub-areas, we achieved about 65 times speedup in hardware over a standard software implementation.
Keywords :
domains; hardware description languages; image processing; parameter estimation; reconfigurable architectures; velocimeters; application domain; digital PIV system; hardware software implementation; parameterized library of VHDL components; particle image velocimetry; reconfigurable hardware; setup domain; Acceleration; Cameras; Circuits; Field programmable gate arrays; Hardware; High performance computing; Optical computing; Pixel; Speckle; Velocity measurement; FPGAs; PIV; parameterizing;
Conference_Titel :
Application-specific Systems, Architectures and Processors, 2009. ASAP 2009. 20th IEEE International Conference on
Conference_Location :
Boston, MA
Print_ISBN :
978-0-7695-3732-0
Electronic_ISBN :
2160-0511
DOI :
10.1109/ASAP.2009.20