An implementation of MIMO detection in TD-LTE based on General Purpose Processor

Li Zhou, He Zhiqiang, Duan Ran, He Lifeng
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引用次数: 0

Abstract

This paper presents a method of implementing Multiple Input Multiple Output (MIMO) detection on General Purpose Processor (GPP) with Single Instruction Multiple Data (SIMD) instructions. In the receiver of Long Term Evolution (LTE) communication system MIMO detection plays a rather important role. How to reduce the processing latency of MIMO detection becomes increasingly significant. The advantages of GPP compared with programmable hardware provide us a considerable solution to cope with this problem. SIMD is another effective manner as it is able to increase the computing parallel degree. For each algorithm of MIMO detection, fixed-point operations which have higher parallel degree than floating-point operations may be a better choice to further reduce the process delay. Nevertheless, the performance attained by fixed-point is still a factor need to be considered while its latency is quite low.
基于通用处理器的TD-LTE中MIMO检测实现
提出了一种在通用处理器(GPP)上用单指令多数据(SIMD)指令实现多输入多输出(MIMO)检测的方法。在长期演进(LTE)通信系统的接收机中,MIMO检测起着相当重要的作用。如何降低MIMO检测的处理延迟变得越来越重要。GPP相对于可编程硬件的优势为我们应对这一问题提供了相当好的解决方案。SIMD是提高计算并行度的另一种有效方法。对于每一种MIMO检测算法来说,具有比浮点运算更高并行度的定点运算可能是更好的选择,以进一步减少进程延迟。尽管如此,定点所获得的性能仍然是一个需要考虑的因素,因为它的延迟很低。
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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