Title :
A High Frame Rate and High Accuracy Implementation using an FPGA for Calculating Laser Doppler Blood Flow
Author :
Nguyen, Hoang C. ; Hayes-Gill, Barrie R. ; Zhu, Yiqun ; Morgan, Steve P.
Author_Institution :
Dept. of Electr. & Electron. Eng., Univ. of Nottingham, Nottingham
Abstract :
This paper introduces an FPGA based implementation for processing 2D images of laser Doppler blood flow. The method presented uses a high speed FPGA prototyping platform to achieve a basic frame rate of flow images at 1 frame/second for 256 x 256 pixels with 1024 FFTpoints, which is significantly higher than other systems reported to date. The frame rate can be further increased, without changing the design, if higher clock or multiple processing units are used. The processing system utilises a concurrent and pipeline processing scheme to obtain high-speed performance. Mixed fixed-floating point calculations are utilized to achieve high accuracy but low resource usage. Simulation and test results are illustrated demonstrating successful performance of the system. The relative error obtained using the processing unit is below 0.1% when compared with signals processed off-line on a PC.
Keywords :
field programmable gate arrays; floating point arithmetic; laser Doppler anemometry; medical image processing; pipeline processing; 2D image processing; FPGA prototyping platform; concurrent processing; laser Doppler blood flow; mixed fixed-floating point calculations; multiple processing units; pipeline processing scheme; Blood flow; Data mining; Design engineering; Field programmable gate arrays; Frequency domain analysis; Image resolution; Instrumentation and measurement; Pixel; Prototypes; Signal processing; FFT core; Laser Doppler blood flow; high frame rate imaging; image processing using FPGA; mixed fixed-floating point calculation;
Conference_Titel :
Instrumentation and Measurement Technology Conference Proceedings, 2008. IMTC 2008. IEEE
Conference_Location :
Victoria, BC
Print_ISBN :
978-1-4244-1540-3
Electronic_ISBN :
1091-5281
DOI :
10.1109/IMTC.2008.4547033