基于平方根逆的MIMO-LTE系统快速矩阵逆

C. Mahapatra, S. Mahboob, V. Leung, T. Stouraitis
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引用次数: 9

摘要

本文提出了一种基于qr分解和收缩阵列结构的低复杂度、高速的快速平方根反演算法。矩阵运算是MIMO-LTE接收机中最昂贵的计算模块。我们展示了一种新的矩阵逆方法,以降低MIMO接收机模块在延迟和复杂性方面的成本。通过在Xilinx Virtex-6 FPGA中实现4x4矩阵逆,通过流水线优化模块的速度和功率,并实现更好的吞吐量,从而降低了成本。结果与基于CORDIC的给定旋转的平方技术进行了比较。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Fast Inverse Square Root Based Matrix Inverse for MIMO-LTE Systems
This paper addresses the designing of a low complexity and high speed matrix inversion algorithm using fast inverse square root based on QR-decomposition and systolic array architecture. Matrix operations are the most costly computational module within MIMO-LTE receivers. We have demonstrated a novel approach of matrix inverse to reduce the MIMO receiver module cost in terms of latency and complexity. The cost is reduced by implementing a 4x4 matrix inverse in Xilinx Virtex-6 FPGA by optimizing the module for speed and power by pipelining and achieving a better throughput. The results are compared with state of art techniques of CORDIC based squared givens rotation.
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