Evaluating the Impact of Anchors Deployment for an AoA-based Indoor Localization System

Fabio Mavilia, P. Barsocchi, Francesco Furfari, M. Girolami
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引用次数: 1

Abstract

Indoor localization techniques are rapidly moving toward the combination of multiple source of information. Among these, RSS, Time of Flight (ToF), Angle of Arrival (AoA) and of Departure (AoD) represent effective solutions for indoor environments. In this work, we propose an on-going activity investigating the performance of an indoor localization system based on the AoA-Bluetooth 5.1 specification, namely Direction Finding. We evaluate the effect of two anchor deployments and we test our localization algorithm by varying the orientation of the target according to four postures: North, West, South and East. From our study, we observe that anchor nodes deployed on the ceiling provide the best performance in terms of localization error. We conclude this work with a discussion of two further lines of investigation potentially increasing the performance of AoA-based indoor localization systems.
基于aoa的室内定位系统中锚点部署的影响评估
室内定位技术正迅速向多信息源的结合方向发展。其中,相对旋转度(RSS)、飞行时间(ToF)、到达角(AoA)和出发角(AoD)是室内环境的有效解决方案。在这项工作中,我们提出了一项正在进行的活动,研究基于aoa -蓝牙5.1规范的室内定位系统的性能,即测向。我们评估了两个锚部署的效果,并通过根据四种姿势改变目标的方向来测试我们的定位算法:北、西、南和东。从我们的研究中,我们观察到部署在天花板上的锚节点在定位误差方面提供了最好的性能。最后,我们讨论了两种可能提高基于aoa的室内定位系统性能的进一步研究方法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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