论文标题
无人机通信:渠道建模和无人机选择
UAV-to-Ground Communications: Channel Modeling and UAV Selection
论文作者
论文摘要
已经提出了无人驾驶飞机(UAV)的通信作为超越第五代(5G)蜂窝网络的关键部分。这种类型的通信通常以视线(LOS)和动态传播条件为特征。但是,在各种情况下,LOS路径中存在大障碍是不可避免的,从而导致阴影褪色的环境。在本文中,提出了一个新的渠道模型,其中同时考虑了移动性和阴影的影响。特别是,分析了在阴影双散射通道中运行的基于无人机的通信系统的性能。 {新的通道模型是通用的,因为它建模了各种褪色/阴影条件,而它是易于评估的数学功能。此外,提出了低复杂性无人机选择策略,该策略利用了与阴影相关的信息。与替代方法相比,所提出的方案可降低信号处理复杂性,而没有任何重要的性能降解。}在这种情况下,已经开发了一个新的分析框架来研究新策略的性能。最后,本文的主要结果也通过经验数据来验证,这是在空对面测量活动中收集的。
Unmanned aerial vehicle (UAV)-enabled communications have been proposed as a critical part of the beyond fifth-generation (5G) cellular networks. This type of communications is frequently characterized by line-of-sight (LoS) and dynamic propagation conditions. However, in various scenarios, the presence of large obstacles in the LoS path is unavoidable, resulting in shadowed fading environments. In this paper, a new channel model is proposed, in which the effects of mobility and shadowing are simultaneously considered. In particular, the performance of a UAV-based communication system operating in a shadowed double-scattering channel is analyzed. {The new channel model is generic, since it models various fading/shadowing conditions, while it is in terms of easy-to-evaluate mathematical functions. Moreover, a low complexity UAV selection policy is proposed, which exploits shadowing-related information. The proposed scheme offers a reduction of the signal processing complexity, without any important degradation on the performance, as compared to alternatives approaches.} In this context, a new analytical framework has been developed for investigating the performance of the new strategy. Finally, the main outcomes of this paper are also validated by empirical data, collected in an air-to-ground measurement campaign.