Thanks to the advantages of flexible deployment and high mobility, unmanned aerial vehicles (UAVs) have been widely applied in the areas of disaster management, agricultural plant protection, environment monitoring and so on. With the development of UAV and sensor technologies, UAV assisted data collection for Internet of Things (IoT) has attracted increasing attentions. In this article, the scenarios and key technologies of UAV assisted data collection are comprehensively reviewed. First, we present the system model including the network model and mathematical model of UAV assisted data collection for IoT. Then, we review the key technologies including clustering of sensors, UAV data collection mode as well as joint path planning and resource allocation. Finally, the open problems are discussed from the perspectives of efficient multiple access as well as joint sensing and data collection. This article hopefully provides some guidelines and insights for researchers in the area of UAV assisted data collection for IoT.
翻译:由于灵活部署和高度机动性的好处,无人驾驶飞行器(无人驾驶飞行器)已广泛应用于灾害管理、农业植物保护、环境监测等领域等。随着无人驾驶飞行器和传感器技术的发展,无人驾驶飞行器协助收集用于物联网(IoT)的数据的工作日益引起人们的注意。在本条中,对无人驾驶飞行器协助收集的数据的设想和关键技术进行了全面审查。首先,我们介绍了无人驾驶飞行器协助收集的数据的网络模型和数学模型等系统模型。然后,我们审查了关键技术,包括传感器的集群、无人驾驶飞行器数据收集模式以及联合路径规划和资源分配。最后,从高效多重接入以及联合遥感和数据收集的角度讨论了公开的问题。本条款希望为无人驾驶飞行器协助收集的IoT数据方面的研究人员提供一些指导方针和见解。