Experimental evaluation of using BLE beacon for outdoor positioning in GPS-denied environment

Yousef Qamaz, A. Schwering, Janina Bistron
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引用次数: 4

Abstract

Abstract. Although Global Positioning System (GPS) is widely used in outdoor location-based services, it still lacks precision due to obstacles that reduce its performance, such as near tall buildings, with bad weather conditions, and under tree canopies. In some situations, inaccurate localization or delay in getting location locks can adversely affect some location-based services’ functionality. Furthermore, it might make these services less efficient or even completely useless, especially when the receiver device has no SIM card or when the service requires a precision higher than three meters. As a solution to this issue, this study designs, develops, and evaluates a prototype location-based system that uses Bluetooth Low Energy beacons for short-range positioning in outdoor environments as a GPS alternative. The proposed system is a game that includes navigational tasks, which can be accomplished by reaching the proximity of two meters from the beacon’s location. The study involved conducting an experiment outdoors with a focus on areas where GPS signals are degraded to assess our proposed system’s efficiency and feasibility compared to the usage of GPS. The results proved BLE beacons’ ability to provide better positioning results than GPS, not only in terms of accuracy but also in terms of stability of positioning results over time. Based on the findings, the study outlines a set of guidelines to be considered in choosing a suitable positioning technology.
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无gps环境下使用BLE信标进行室外定位的实验评估
摘要虽然全球定位系统(GPS)在户外定位服务中得到了广泛的应用,但由于高层建筑附近、恶劣天气条件下、树冠下等障碍物的影响,其精度仍然不足。在某些情况下,不准确的本地化或延迟获取位置锁可能会对某些基于位置的服务的功能产生不利影响。此外,它可能会降低这些服务的效率,甚至完全无用,特别是当接收设备没有SIM卡或服务要求精度高于3米时。为了解决这个问题,本研究设计、开发并评估了一个基于位置的原型系统,该系统使用蓝牙低功耗信标在室外环境中进行短距离定位,作为GPS的替代方案。提出的系统是一个包含导航任务的游戏,可以通过到达距离信标位置两米的距离来完成。该研究涉及在室外进行实验,重点关注GPS信号退化的区域,以评估我们提出的系统与GPS使用相比的效率和可行性。结果证明,BLE信标不仅在精度方面,而且在定位结果随时间的稳定性方面都优于GPS。基于这些发现,该研究概述了一套在选择合适的定位技术时应考虑的指导方针。
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