论文标题

一项有关启用无人机的边缘计算的调查:资源管理观点

A Survey on UAV-enabled Edge Computing: Resource Management Perspective

论文作者

Xia, Xiaoyu, Fattah, Sheik Mohammad Mostakim, Babar, Muhammad Ali

论文摘要

边缘计算通过在移动和互联网设备(IoT)设备的地理距离内分发计算,通信和存储资源来促进网络边缘的低延迟服务。最近在无人驾驶汽车(UAVS)技术方面的进步为军事运营,灾难响应或传统地面网络的偏远地区的边缘计算开辟了新的机会,而传统的地面网络是有限或不可用的。在这样的环境中,无人机可以作为空中边缘服务器部署或继电器以促进边缘计算服务。这种计算形式也称为启用无人机的边缘计算(UEC),它提供了几种独特的好处,例如移动性,视线,灵活性,计算能力和成本效益。但是,在UEC的背景下,无人机,边缘服务器和IoT设备上的资源通常非常有限。因此,有效的资源管理是UEC中的重要研究挑战。在本文中,我们从资源管理的角度介绍了关于UEC现有研究的调查。我们确定概念架构,不同类型的协作,无线通信模型,研究方向,关键技术和UEC资源管理的性能指标。我们还提出了UEC中资源管理的分类法。最后,我们确定并讨论了一些开放的研究挑战,这些挑战可以激发UEC中资源管理的未来研究方向。

Edge computing facilitates low-latency services at the network's edge by distributing computation, communication, and storage resources within the geographic proximity of mobile and Internet-of-Things (IoT) devices. The recent advancement in Unmanned Aerial Vehicles (UAVs) technologies has opened new opportunities for edge computing in military operations, disaster response, or remote areas where traditional terrestrial networks are limited or unavailable. In such environments, UAVs can be deployed as aerial edge servers or relays to facilitate edge computing services. This form of computing is also known as UAV-enabled Edge Computing (UEC), which offers several unique benefits such as mobility, line-of-sight, flexibility, computational capability, and cost-efficiency. However, the resources on UAVs, edge servers, and IoT devices are typically very limited in the context of UEC. Efficient resource management is, therefore, a critical research challenge in UEC. In this article, we present a survey on the existing research in UEC from the resource management perspective. We identify a conceptual architecture, different types of collaborations, wireless communication models, research directions, key techniques and performance indicators for resource management in UEC. We also present a taxonomy of resource management in UEC. Finally, we identify and discuss some open research challenges that can stimulate future research directions for resource management in UEC.

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