LoRaIn: LoRa在室内定位中的应用

Bashima Islam, Md Tamzeed Islam, J. Kaur, S. Nirjon
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引用次数: 25

摘要

本文分析了LoRa这一新兴的低功耗广域网技术在室内定位中的可行性。我们定义了无线技术作为室内定位系统的前景在很大程度上取决于七个标准。为了进行比较,我们以其他两种流行的无线技术(BLE和WiFi)为例,这两种技术先前在许多现代室内定位系统中被提出。我们将这三种技术应用于多个视距和非视距室内场景,包括走廊、开放空间、有不同数量墙壁的空间以及多层建筑的楼层。考虑到信号的覆盖范围、稳定性和规律性、定位精度、响应性、功耗和成本,我们认为LoRa是室内定位解决方案的可行选择,特别是在仓库和多层建筑等宽敞高大的室内环境中。
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LoRaIn: Making a Case for LoRa in Indoor Localization
In this paper, we analyze the feasibility of using LoRa, an emerging low-power wide-area networking technology, in indoor localization. We define seven criteria upon which a wireless technology's prospect as an indoor localization system depends largely. For comparison, we take two other popular wireless technologies (BLE and WiFi) that have been previously proposed in many modern indoor localization systems. We deploy these three technologies in multiple line-of-sight and non-line-of-sight indoor scenarios including corridors, open spaces, spaces with a varying number of walls, and across floors of multi-storied buildings. Considering the coverage, stability and regularity of signals, accuracy of localization, responsiveness, power, and cost–we conclude that LoRa is a feasible choice for indoor localization solution, especially in wide and tall indoor environments like warehouses and multi-storied buildings.
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