Automating 3D wireless measurements with drones

Ethan Yu, Xi Xiong, Xia Zhou
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引用次数: 5

Abstract

Wireless signals and networks are ubiquitous. Though more reliable than ever, wireless networks still struggle with weak coverage, blind spots, and interference. Having a strong understanding of wireless signal propagation is essential for increasing coverage, optimizing performance, and minimizing interference for wireless networks. Extensive studies have analyzed the propagation of wireless signals and proposed theoretical models to simulate wireless signal propagation. Unfortunately, models of signal propagation are often not accurate in reality. Real-world signal measurements are required for validation. Existing methods for collecting wireless measurements either involve researchers walking to each location of interest and manually collecting measurements, or place sensors at each measurement location. As such, they require large amounts of time and effort and can be costly. We propose DroneSense, a system for measuring wireless signals in the 3D space using autonomous drones. Drone-Sense reduces the time and effort required for measurement collection, and is affordable and accessible to all users. It provides researchers with an efficient method to quickly analyze wireless coverage and test their wireless propagation models.
利用无人机实现3D无线测量自动化
无线信号和网络无处不在。尽管无线网络比以往任何时候都更可靠,但仍然存在覆盖范围弱、盲点和干扰等问题。对无线信号传播有深刻的理解对于增加无线网络的覆盖范围、优化性能和减少干扰是必不可少的。大量的研究分析了无线信号的传播,并提出了模拟无线信号传播的理论模型。不幸的是,信号传播模型在现实中往往不准确。真实世界的信号测量需要验证。现有的收集无线测量数据的方法要么是研究人员步行到每个感兴趣的位置并手动收集测量数据,要么是在每个测量位置放置传感器。因此,它们需要大量的时间和精力,并且可能代价高昂。我们提出了DroneSense,一个使用自主无人机测量3D空间无线信号的系统。Drone-Sense减少了测量收集所需的时间和精力,并且对所有用户来说都是负担得起的。它为研究人员提供了一种快速分析无线覆盖和测试无线传播模型的有效方法。
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