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Multiuser MIMO Short-Packet Communications: Time-Sharing or Zero-Forcing Beamforming?

机译:多用户MIMO短分组通信:分时波束成形还是零强制波束成形?

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摘要

In this paper, we investigate a multiuser MIMO system consisting of one multiple-antenna access point (AP) and multiple single-antenna users under short-packet communication scenarios. Two fundamental schemes, i.e., time division multiple access (TDMA) and zero-forcing beamforming (ZFB), are considered for the users to receive individual information from the AP in the downlink. To analyze the performance of TDMA and ZFB in finite blocklength regime, we derive approximate closed-form expressions of the block error rate (BLER) for each user for both schemes. Simple asymptotic expressions at high signal-to- noise ratio (SNR) are also derived. Based on the derived expressions, we then formulate sum-BLER minimization problems in terms of blocklength allocation to each user in TDMA scheme and power allocation in ZFB scheme. We resolve the formulated problems by performing their convexity analysis. We finally validate our theoretical analysis and compare the performance of TDMA and ZFB schemes by simulation results, which show that TDMA and ZFB can outperform each other in different system setups.
机译:在本文中,我们研究了在短分组通信情况下由一个多天线接入点(AP)和多个单天线用户组成的多用户MIMO系统。考虑了两种基本方案,即时分多址(TDMA)和迫零波束成形(ZFB),以便用户在下行链路中从AP接收单独的信息。为了分析TDMA和ZFB在有限块长状态下的性能,我们推导了两种方案下每个用户的块错误率(BLER)的近似闭式表达式。还推导了高信噪比(SNR)时的简单渐近表达式。根据导出的表达式,我们根据在TDMA方案中分配给每个用户的块长和在ZFB方案中分配功率来制定sum-BLER最小化问题。我们通过执行其凸度分析来解决所提出的问题。最后,我们验证了理论分析,并通过仿真结果比较了TDMA和ZFB方案的性能,这表明TDMA和ZFB在不同的系统设置中可以互相胜过。

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