Title :
A Novel High-Speed Parallel Scheme for Data Sorting Algorithm Based on FPGA
Author :
Dong, Shengnan ; Wang, Xiaotao ; Wang, Xingbo
Author_Institution :
Coll. of Astronaut., Nanjing Univ. of Aeronaut. & Astronaut., Nanjing, China
Abstract :
Efficient data sorting is important for searching and optimization algorithms in high time demanding fields such as image and multi-media data processing. To accelerate the data sorting algorithm applied in practical normalized crosscorrelation image matching, a novel high-speed parallel sorting scheme based on field programmable gate array (FPGA) is proposed in this paper. When the FPGA chip used has low available logic resource for sorting, the scheme is further extended with random access memory (RAM) as indicators for sorted data to sort large data set. Function and timing simulation with Quartus II 8.0 and practical experiment of the parallel sorting scheme based on the FPGA chip applied in normalized cross-correlation image matching sub-system have shown that this scheme can effectively improve the speed performance with more logic resources usage.
Keywords :
correlation methods; field programmable gate arrays; image matching; parallel algorithms; sorting; FPGA chip; Quartus II 8.0; data sorting algorithm; field programmable gate array; function simulation; high-speed parallel sorting scheme; logic resource; normalized crosscorrelation image matching; optimization algorithm; random access memory; searching algorithm; Acceleration; Clocks; Data processing; Digital signal processing; Field programmable gate arrays; Image matching; Logic; Read-write memory; Sorting; Timing;
Conference_Titel :
Image and Signal Processing, 2009. CISP '09. 2nd International Congress on
Conference_Location :
Tianjin
Print_ISBN :
978-1-4244-4129-7
Electronic_ISBN :
978-1-4244-4131-0
DOI :
10.1109/CISP.2009.5302455