With the development of innovative applications that require high reliability and low latency, ultra-reliable and low latency communications become critical for wireless networks. In this paper, the second-order coding rate of the coherent quasi-static Rayleigh-product MIMO channel is investigated. We consider the coding rate within O(1/\sqrt(Mn)) of the capacity, where M and n denote the number of transmit antennas and the blocklength, respectively, and derive the closed-form upper and lower bounds for the optimal average error probability. This analysis is achieved by setting up a central limit theorem (CLT) for the mutual information density (MID) with the assumption that the block-length, the number of the scatterers, and the number of the antennas go to infinity with the same pace. To obtain more physical insights, the high and low SNR approximations for the upper and lower bounds are also given. One interesting observation is that rank-deficiency degrades the performance of MIMO systems with FBL and the fundamental limits of the Rayleigh-product channel approaches those of the single Rayleigh case when the number of scatterers approaches infinity. Finally, the fitness of the CLT and the gap between the derived bounds and the performance of practical LDPC coding are illustrated by simulations.
翻译:随着需要高度可靠和低延迟度的创新应用的开发,超可靠和低延迟通信对于无线网络变得至关重要。 在本文件中,将调查连贯的准静态Rayleigh-product MIMO频道的第二序编码率。我们考虑该能力O(1/\sqrt(Mn))内部的编码率,其中M和N表示传输天线的数量和轮廓长度,并得出最优平均误差概率的封闭式上下界。这一分析是通过为相互信息密度(MID)设置一个中央限值(CLT)来实现的,假设是成块长度、散射器数量和天线数量以同样的速度不精确。为了获得更多的物理洞察,还给出了上下层和下层传输天线的高度和低SNR近光度近似值。一个有趣的观察是,根据FBLLL和Rayleiley-produc-roducle 频道的基本限值值值值值值值值值。当SilgeLRay-DLLLLLLLLLLLF 的模拟模型时,SLLLLLLLF 的测定定时,SL。