无线广播信道的高效用户选择算法

A. Khan, R. Vesilo, I. Collings
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引用次数: 11

摘要

本文研究了多天线基站无线广播系统。在发射机前面减少用户之间的干扰,允许独立的数据流同时发送给多个用户。由于用户通常比发射天线多,因此用户子集的有效选择非常重要。本文比较了几种用户选择算法的有效性,并确定了它们不是最优的情况。考虑了零强迫(ZF)和脏纸编码(DPC)预编码的影响。对现有的两种算法进行了改进,减少了计算时间,同时保持了算法的有效性。通过仿真对修改进行了评估,并提出了设置参数的方法。本文研究了分配数据速率的可变性,并展示了它如何影响加权alpha规则调度程序的性能,权衡了效率和公平性。结果表明,减少分配速率的可变性可以显著减少调度程序的平均队列大小。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Efficient User Selection Algorithms for Wireless Broadcast Channels
This paper considers wireless broadcast systems with multi-antenna base stations. Preceding at the transmitter reduces interference between users allowing independent data streams to be sent to multiple users simultaneously. With typically more users than transmit antennas, efficient selection of user subsets is important. The paper compares the effectiveness of several user selection algorithms and identifies situations where they are suboptimal. The impact of zero-forcing (ZF) and dirty paper coding (DPC) precoding are considered. A modification to two current algorithms is proposed that reduces computational time while retaining effectiveness. Simulation is used to assess the modifications and suggest methods of setting parameters. The paper examines the variability of allocated data rates and shows how it affects the performance of weighted alpha rule schedulers, which trade-off efficiency with fairness. It is shown that reducing the variability of allocated rates can have a significant reduction on mean scheduler queue sizes.
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