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Short-Packet Communications over Multiple-Antenna Rayleigh-Fading Channels

机译:多天线瑞利衰落的短分组通信   通道

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摘要

Motivated by the current interest in ultra-reliable, low-latency,machine-type communication systems, we investigate the tradeoff betweenreliability, throughput, and latency in the transmission of information overmultiple-antenna Rayleigh block-fading channels. Specifically, we obtainfinite-blocklength, finite-SNR upper and lower bounds on the maximum codingrate achievable over such channels for a given constraint on the packet errorprobability. Numerical evidence suggests that our bounds delimit tightly themaximum coding rate already for short blocklengths (packets of about 100symbols). Furthermore, our bounds reveal the existence of a tradeoff betweenthe rate gain obtainable by spreading each codeword over all availabletime-frequency-spatial degrees of freedom, and the rate loss caused by the needof estimating the fading coefficients over these degrees of freedom. Inparticular, our bounds allow us to determine the optimal number of transmitantennas and the optimal number of time-frequency diversity branches thatmaximize the rate. Finally, we show that infinite-blocklength performancemetrics such as the ergodic capacity and the outage capacity yield inaccuratethroughput estimates.
机译:基于当前对超可靠,低延迟,机器类型的通信系统的兴趣,我们研究了多天线瑞利块衰落信道上信息传输的可靠性,吞吐量和延迟之间的折衷。具体来说,对于给定的分组错误概率约束,我们可以在此类通道上获得最大编码率的有限块长,有限SNR上限和下限。数值证据表明,对于短的块长(大约100个符号的数据包),我们的界限已经严格限制了最大编码率。此外,我们的边界揭示了在通过将每个码字扩展到所有可用的时频空间自由度上可获得的速率增益与由于需要估计这些自由度上的衰落系数而导致的速率损失之间的折衷。尤其是,我们的界限使我们能够确定发送天线的最佳数量和使速率最大化的时频分集分支的最佳数量。最后,我们证明了无限块长度性能度量,例如遍历容量和中断容量会产生不正确的吞吐量估算值。

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