有限块长度智能工厂的超可靠低延迟无线通信研究

Yang Long, Yanan Gao, Tao Yang
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引用次数: 2

摘要

在4G中,大多数无线通信系统的设计通常基于香农定理,该定理展示了如何在松散延迟约束下(即无限块长度)高效传输数据包。然而,即将到来的5G无线通信被设想为支持具有新颖传输/传输功能的各种设备的连接。模式,即有限块长度。例如,这些数据包代表了由传感器和机器对机器网络中涉及的其他设备生成的最常见的流量形式,例如在工业场景中遇到的情况。此外,关键任务自动化系统可能要求通信延迟不超过几毫秒,数据包错误率低于10 - 9。本文基于有限块长度下编码率的最新研究结果,导出了装配线场景下更精确的分组错误模型。仿真结果表明,误差模型是准确的,在考虑机型通信时,有必要考虑有限块长度效应。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Research on Ultra-Reliable and Low-Latency Wireless Communications in Smart Factory with Finite Block-Length
In 4G, the design of most wireless communication systems is typically based on the Shannon theorem, which shows how to efficiently transmit data packets under loose latency constraint, i.e., infinite block-length. However, the upcoming 5G wireless communication is envisioned to support connectivity for a wide range of devices that endowed with a novel trans./rece. mode, i.e., finite block-length. For example, such packets represent the most common forms of traffic generated by sensors and other devices involved in a machine-to-machine networks, as encountered for example in a industrial scenario. Furthermore, mission-critical automation systems may require communication at a latency not exceeding a few milliseconds, with packet error rate lower than 10−9. In this paper, based on the recently developed results for the coding rate under the finite block-length regime, we derive a more accurate packet error model in an assembly production line scenario. The simulation results show that our error model is accurate and it is necessary to take the finite block-length effects into account when the machine type communication is considered.
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