用VHDL设计的阵列处理器用于求解在FPGA上实现的线性方程组

R. Martinez-Alonso, K. Mino, D. Torres-Lucio
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引用次数: 7

摘要

本文提出了一种在现场可编程门阵列(FPGA)上实现的并行处理器阵列,用于求解线性方程组。采用无除法高斯消去法求解。该算法在Xilinx公司的FPGA Spartan 3集成处理器上实现。采用了自上而下的设计。采用VHDL语言对体系结构模块进行了设计,并用Model Sim 6.3f软件进行了仿真。该体系结构可以处理IEEE 754单精度和双精度浮点数据,并在240个相同的处理器上实现。此外,使用n^2处理器方案执行线性方程的求解,获得了O(n^2)的算法复杂度。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Array Processors Designed with VHDL for Solution of Linear Equation Systems Implemented in a FPGA
This paper presents a 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. A top-down design was used. The architecture modules were designed in VHDL language and simulated using the Model Sim 6.3f software. The proposed architecture can handle IEEE 754 single and double precision floating-point data and the architecture is implemented in 240 identical processors. Also, an algorithmic complexity of O(n^2) was obtained using a n^2 processor scheme that performs the solution of the linear equations.
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