论文标题

无人机通信的实验MMWave频道模型

An Experimental mmWave Channel Model for UAV-to-UAV Communications

论文作者

Polese, Michele, Bertizzolo, Lorenzo, Bonati, Leonardo, Gosain, Abhimanyu, Melodia, Tommaso

论文摘要

无人驾驶飞机(UAV)网络可以提供有弹性的通信基础设施,以增强陆地网络,以免发生交通尖峰或灾难场景。但是,为此,它们需要基于无线电访问和回程的高带宽无线技术。在这方面,毫米波(MMWave)频谱代表了一种诱人的解决方案,因为它提供了大量的未开发频谱,可以为空中平台实现超高数据率。但是,空中MMWAVE通道与同一频带中的地面部署明显不同。截至今天,尚未对MMWAVE航空通道进行广泛的研究和建模。具体而言,无人机微型运动的组合(由于控制循环中的不确定以及包括风的外部因素)和高方向的MMWave传输需要临时模型,以准确捕获无人机部署的性能。为了填补这一空白,我们根据Facebook Terragraph频道探空仪进行了广泛的航空测量活动,建议在60 GHz的无人机通信进行实证传播损失模型。我们将其与3GPP频道模型进行比较,并公开可公开测量数据集。

Unmanned Aerial Vehicle (UAV) networks can provide a resilient communication infrastructure to enhance terrestrial networks in case of traffic spikes or disaster scenarios. However, to be able to do so, they need to be based on high-bandwidth wireless technologies for both radio access and backhaul. With this respect, the millimeter wave (mmWave) spectrum represents an enticing solution, since it provides large chunks of untapped spectrum that can enable ultra-high data-rates for aerial platforms. Aerial mmWave channels, however, experience characteristics that are significantly different from terrestrial deployments in the same frequency bands. As of today, mmWave aerial channels have not been extensively studied and modeled. Specifically, the combination of UAV micro-mobility (because of imprecisions in the control loop, and external factors including wind) and the highly directional mmWave transmissions require ad hoc models to accurately capture the performance of UAV deployments. To fill this gap, we propose an empirical propagation loss model for UAV-to-UAV communications at 60 GHz, based on an extensive aerial measurement campaign conducted with the Facebook Terragraph channel sounders. We compare it with 3GPP channel models and make the measurement dataset publicly available.

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