Bluetooth Mesh Networks for Indoor Localization

Martin Jürgens, Dennis Meis, Dominik Möllers, Felix Nolte, Etienne Stork, Gottfried Vossen, Christian Werner, Hendrik Winkelmann
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引用次数: 10

Abstract

Indoor Localization Systems (ILS) are increasingly applied in various use cases, such as tracking the position and movement of staff or equipment within buildings. Creating and applying these systems requires decisions about measuring and transmitting signals, the algorithm transforming signals into position estimations as well as the representation displayed to the user. One approach gaining significance recently in this context are Mesh Networks. A Mesh Network enables single nodes to exchange information with other nodes directly and dynamically, increases the error-tolerance, and facilitates the setup by reducing installation overhead. This paper studies the applicability of Bluetooth Mesh Networking technology for ILS by means of an experimental setup. The quality of localization is evaluated depending on different inference approaches as well as the scalability of the Bluetooth Mesh Technology. As initial results show, ILS based on Bluetooth Mesh Networks provide similar results regarding the accuracy of localization compared to other underlying technologies, such as Wi-Fi mesh networks, and can be set up with lower effort and costs. However, the underlying Bluetooth technology limits the scalability of the mesh network, especially in case of permanent localization of nodes.
用于室内定位的蓝牙Mesh网络
室内定位系统(ILS)越来越多地应用于各种用例,例如跟踪建筑物内工作人员或设备的位置和运动。创建和应用这些系统需要决定测量和传输信号,算法将信号转换为位置估计以及显示给用户的表示。最近在这方面越来越重要的一种方法是网状网络。网状网络使单个节点能够直接和动态地与其他节点交换信息,增加了容错性,并通过减少安装开销来简化设置。本文通过实验装置研究了蓝牙Mesh网络技术在ILS中的适用性。根据不同的推理方法和蓝牙Mesh技术的可扩展性来评估定位的质量。正如初步结果所示,与其他基础技术(如Wi-Fi Mesh网络)相比,基于蓝牙Mesh网络的ILS在定位精度方面提供了相似的结果,并且可以以更低的努力和成本进行设置。然而,底层蓝牙技术限制了网状网络的可扩展性,特别是在节点永久定位的情况下。
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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