Power Limited Ultra-Reliable and Low-Latency Communication in UAV-Enabled IoT Networks

Kanghua Chen, Ying Wang, Zixuan Fei, Xue Wang
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引用次数: 14

Abstract

Ultra-reliable and low-latency communication (URLLC) is proposed as one of the three key services of 5G for Internet of Things (IoT), especially for mission-critical applications. This paper investigates the minimum power of devices in uplink in IoT networks for URLLC. Unmanned aerial vehicles (UAVs) are utilized to assistant the IoT system because they have flexible deployment and high probability to establish line-of-sight (LoS) communication links. First, we formulate a minimum average transmit power problem under the constraints of latency and reliability in modern industry. The deployment of UAVs and device association need to be jointly optimized, making the problem non-linear and non-convex. Then the block error probability which characterizes the reliability is derived under finite blocklength regime and an iteration algorithm is proposed. Additionally, the minimum average transmit power of IoT devices in URLLC is also calculated by deploying different number of UAVs. Simulation results are presented to show that the transmit power can be greatly reduced by appropriately deploying more UAVs or relaxing the tolerance of latency.
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支持无人机的物联网网络中功率有限的超可靠和低延迟通信
超可靠低延迟通信(URLLC)被提出作为5G面向物联网(IoT),特别是关键任务应用的三大关键服务之一。本文研究了面向URLLC的物联网网络上行链路中设备的最小功耗。无人机(uav)部署灵活,建立视距(LoS)通信链路的可能性大,因此被用来辅助物联网系统。首先,我们提出了现代工业中时延和可靠性约束下的最小平均发射功率问题。无人机部署和设备关联需要联合优化,使问题非线性、非凸。然后推导了有限块长条件下表征可靠性的块错误概率,并提出了迭代算法。此外,通过部署不同数量的无人机,还计算了URLLC中物联网设备的最小平均发射功率。仿真结果表明,通过适当部署更多的无人机或放宽延迟容限,可以大大降低发射功率。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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