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

机译:多天线瑞利衰落信道上的短分组通信

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摘要

Motivated by the current interest in ultra-reliable, low-latency, machine-type communication systems, we investigate the tradeoff between reliability, throughput, and latency in the transmission of information over multiple-antenna Rayleigh block-fading channels. Specifically, we obtain finite-blocklength, finite-SNR upper and lower bounds on the maximum coding rate achievable over such channels for a given constraint on the packet error probability. Numerical evidence suggests that our bounds delimit tightly the maximum coding rate already for short blocklengths (packets of about 100 symbols). Furthermore, our bounds reveal the existence of a tradeoff between the rate gain obtainable by spreading each codeword over all available time-frequency-spatial degrees of freedom, and the rate loss caused by the need of estimating the fading coefficients over these degrees of freedom. In particular, our bounds allow us to determine the optimal number of transmit antennas and the optimal number of time-frequency diversity branches that maximize the rate. Finally, we show that infinite-blocklength performance metrics such as the ergodic capacity and the outage capacity yield inaccurate throughput estimates.
机译:受当前对超可靠,低延迟,机器类型的通信系统的兴趣所激发,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。具体而言,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,对于较短的块长(大约100个符号的数据包),我们的边界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。特别地,我们的界限使我们能够确定使速率最大化的最佳发射天线数和最佳时频分集分支数。最后,我们证明了无限块长度性能指标(如遍历容量和中断容量产生的吞吐量估算值)不准确。

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