A 3-dimensional triangulation scheme to improve the accuracy of indoor localization for IoT services

Gaoyang Shan, Byeong-hun Park, Song-hyeon Nam, Bosung Kim, B. Roh, Young-Bae Ko
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引用次数: 25

Abstract

Beacon allows Bluetooth [1] devices to broadcast and receive tiny information within short distance, which consists of two parts: a broadcaster (beacon device) and a receiver (smartphone app). So, it is being widely used in URL (Uniform Resource Locator) broadcast, distance measurement, localization etc. However, because of its deviation, measured distance value is not always accuracy. In this paper, we propose a new scheme to improve the distance measurement accuracy. The distance measurement function can be used for localization flexibly, but in some special situation such as a faulted or bad beacon is present, or obstacle is present between the beacon and user, the localization will be incorrect. We also call the beacon is “malicious beaon”. These malicious beacons will significantly impact the accuracy of user's localization. In this paper, we provide a new scheme to mitigate the influence of the “malicious beacon” use the improved distance measurement, and identify it. At last, we compare the performance of our scheme with the general scheme. The simulation result shows that the proposed scheme is better than the general scheme.
一种提高物联网服务室内定位精度的三维三角测量方案
Beacon允许蓝牙[1]设备在短距离内广播和接收微小信息,它由两部分组成:广播器(Beacon设备)和接收器(智能手机应用)。因此,它在URL(统一资源定位器)广播、距离测量、定位等方面得到了广泛的应用。然而,由于其存在偏差,测量的距离值并不总是准确的。本文提出了一种提高距离测量精度的新方案。距离测量功能可以灵活地用于定位,但在某些特殊情况下,例如信标故障或坏,或者信标与用户之间存在障碍物,会导致定位不正确。我们也称信标为“恶意信标”。这些恶意信标将严重影响用户定位的准确性。本文提出了一种利用改进的距离测量方法减轻“恶意信标”影响的新方案,并对其进行了识别。最后,将该方案与一般方案的性能进行了比较。仿真结果表明,该方案优于一般方案。
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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