DocumentCode :
2174387
Title :
Communication Scheme Design for Parallel Architecture Implemented in a FPGA for Solution of Linear Equation Systems
Author :
Martinez-Alonso, R. ; Mino, K. ; Torres-Lucio, D.
Author_Institution :
Centro Nac. de Control de Energia, CFE, Mexico City, Mexico
fYear :
2010
fDate :
Sept. 28 2010-Oct. 1 2010
Firstpage :
726
Lastpage :
730
Abstract :
This paper presents a communication scheme design with VHDL language for parallel array of processors implemented in a Field Programmable Gate Array (FPGA) for the solution of linear equation systems. The solution is performed using the division-free Gaussian elimination method. This algorithm was implemented in integrated processors in a FPGA Spartan 3 of Xilinx. The communication design uses read/write communication channels. These channels transmit the coefficients calculated with division free Gaussian elimination method from Processor Elements (PE) to another in the array of parallel architecture. Vertical channels are used for the columns onto the processor grid whereas horizontal channels are used for rows. A top-down design was used. The proposed architecture can handle IEEE 754 single and double precision floating-point data and the architecture is implemented in 240 identical processors.
Keywords :
Gaussian processes; field programmable gate arrays; hardware description languages; logic design; FPGA Spartan 3; VHDL language; communication scheme design; division free Gaussian elimination; division-free Gaussian elimination method; field programmable gate array; linear equation system; parallel architecture; read-write communication channel; vertical channel; Clocks; Equations; Field programmable gate arrays; Mathematical model; Parallel architectures; Program processors; FPGA; Gaussian elimination method; VHDL; parallel architecture;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Electronics, Robotics and Automotive Mechanics Conference (CERMA), 2010
Conference_Location :
Morelos
Print_ISBN :
978-1-4244-8149-1
Type :
conf
DOI :
10.1109/CERMA.2010.84
Filename :
5692425
Link To Document :
بازگشت