The Pipelined QR Decomposition Hardware Architecture Based On Givens Rotation CORDIC Algorithm

A. V. Sokolovskiy, V. N. Tyapkin, E. A. Veisov, Y. Fateev
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引用次数: 1

Abstract

QR decomposition plays a huge role in the adaptive filtering, control systems and a computation modeling of the physical processes. This paper concerns the issue of a QR decomposition hardware implementation features based on Givens rotation technique. For speed-up of the computation purposes used a pipelined architecture and CORDIC algorithm. The hardware costs and speed of a computation is evaluated for a different adders architectures in the CORDIC algorithm. The Givens rotation technique is used because it have a simple architecture and optimized hardware implementation.
基于给定旋转CORDIC算法的流水线QR分解硬件架构
QR分解在自适应滤波、控制系统和物理过程的计算建模中起着巨大的作用。本文研究了一种基于Givens旋转技术的QR分解硬件实现特征。为了提高计算速度,采用了流水线架构和CORDIC算法。对CORDIC算法中不同加法器体系结构的硬件成本和计算速度进行了评估。使用Givens旋转技术是因为它具有简单的体系结构和优化的硬件实现。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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