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Parallel Architecture for the Solution of Linear Equation Systems Implemented in FPGA

机译:用于FPGA中实现的线性方程系统解决方案的并行架构

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This paper presents a parallel architecture for the solution of linear equations based on the Division Free Gaussian Elimination Method is presented [1]. This architecture can handle single and double data that follows the IEEE standard 754 for floating-point data. Also, it can be implemented in a FPGA Spartan 3 of Xilinx. The mathematical algorithm is implemented in an array of processors. The main procedure inside each processor and the data distribution between processors is described. Furthermore, the synthesis of the designed modules for each processor that composed the proposed architecture is presented. The obtained algorithmic complexity is O(n~2)~2using a scheme of n~2 processors that perform the solution of the linear equations set.
机译:本文提出了一种平行架构,用于基于分割的自由高斯消除方法的线性方程解决[1]。此架构可以处理遵循IEEE标准754的单个和双数据进行浮点数据。而且,它可以在Xilinx的FPGA Spartan 3中实现。数学算法在处理器数组中实现。描述每个处理器内的主要过程和处理器之间的数据分布。此外,介绍了组成所提出的架构的每个处理器的设计模块的合成。所获得的算法复杂性是O(n〜2)〜2使用执行线性方程的解决方案的N〜2处理器的方案。

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