With the expected proliferation of delay constrained applications, future communication technologies are pushed towards using short codes. The performance using short codes cannot be inferred through classical channel capacity analysis, which intrinsically assumes long codes and vanishing frame error rate (FER). This paper studies the performance of an uplink large-scale network in the finite blocklength regime. Bounds on the spatially averaged rate outage probability as well as the coding rate meta distribution are derived. The results reveal the exact achievable rate for a given blocklength and FER, and demonstrate the discrepancy between the actual network rate and idealistic classical channel capacity.
翻译:随着对时延敏感应用期望的激增,未来通信技术正倾向于采用短码。基于经典信道容量分析(其本质上假设长码且帧错误率可忽略)无法推断短码性能。本文研究了有限块长条件下上行大规模网络的性能,推导了空间平均速率中断概率及编码速率元分布的界。研究结果揭示了在给定块长与帧错误率条件下可实现的精确速率,并证明了实际网络速率与理想化经典信道容量之间的差异。