论文标题

有限区块长度巨大MIMO传播的性能结合的闭合形式近似

Closed-form Approximation for Performance Bound of Finite Blocklength Massive MIMO Transmission

论文作者

You, Xiaohu, Sheng, Bin, Huang, Yongming, Xu, Wei, Zhang, Chuan, Wang, Dongming, Zhu, Pengcheng, Ji, Chen

论文摘要

第五代(5G)移动网络采用了超可靠的低潜伏期通信(URLLC),以更好地支持需要高度可靠性和低延迟的关键任务应用程序。借助建立良好的多输入多输出(MIMO)信息理论,URLLC将来6G有望为极端连通性提供增强的能力。由于可以通过区块长度表示延迟约束,因此有限块长度的通道编码理论在URLLC的理论分析中起重要作用。根据Polyanskiy和Yang的渐近结果,我们首先得出了通道分散的期望和方差的精确近表达式。然后,在理想独立且相同分布的褪色通道中,给出了大量MIMO系统的平均最大实现率的结合。这是一项研究,揭示了MIMO传播中简洁且完全封闭形式公式中基本参数之间的基本联系。最重要的是,其中观察到的成型法律意味着可以以空间自由度为代价进一步降低潜伏期。

Ultra-reliable low latency communications (uRLLC) is adopted in the fifth generation (5G) mobile networks to better support mission-critical applications that demand high level of reliability and low latency. With the aid of well-established multiple-input multiple-output (MIMO) information theory, uRLLC in the future 6G is expected to provide enhanced capability towards extreme connectivity. Since the latency constraint can be represented equivalently by blocklength, channel coding theory at finite block-length plays an important role in the theoretic analysis of uRLLC. On the basis of Polyanskiy's and Yang's asymptotic results, we first derive the exact close-form expressions for the expectation and variance of channel dispersion. Then, the bound of average maximal achievable rate is given for massive MIMO systems in ideal independent and identically distributed fading channels. This is the study to reveal the underlying connections among the fundamental parameters in MIMO transmissions in a concise and complete close-form formula. Most importantly, the inversely proportional law observed therein implies that the latency can be further reduced at expense of spatial degrees of freedom.

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