BLE device indoor localization based on RSS fingerprinting mapped by propagation modes

J. Pelant, Zdenek Tlamsa, Vlastimil Benes, L. Polak, O. Kaller, L. Bolecek, Jan Kufa, J. Sebesta, T. Kratochvil
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引用次数: 37

Abstract

Nowadays, Bluetooth Low Energy (BLE) technology has a great attention in the field of wireless localization techniques, especially in the case of indoor scenarios. Study presented in this paper explores BLE localization performance in indoor scenarios based on a received signal strength (RSS). Firstly, we present a Ray-Launching based application to emulate BLE radio frequency (RF) signal propagation in the office environment. Secondly, an appropriate measurement workplace and its setup is proposed to measure RSS values. Obtained results are used to create an RSS-fingerprinting map. Furthermore, accuracy of position determination is calculated and evaluated. Results show advantage of BLE technology for indoor localization purposes (without calibration measurement). However, its performance highly depends on the number of considered BLE nodes and on applied evaluation method (e.g. number of considered sectors).
基于传播模式映射RSS指纹的BLE设备室内定位
目前,低功耗蓝牙(Bluetooth Low Energy, BLE)技术在无线定位技术领域备受关注,尤其是在室内场景下。本文研究了基于接收信号强度(RSS)的室内场景下BLE定位性能。首先,我们提出了一个基于射线发射的应用程序来模拟BLE射频(RF)信号在办公环境中的传播。其次,提出了合适的测量场所及其设置,以测量RSS值。获得的结果用于创建rss指纹图谱。并对定位精度进行了计算和评价。结果表明,BLE技术在室内定位方面具有优势(无需校准测量)。然而,它的性能在很大程度上取决于考虑的BLE节点数量和应用的评估方法(例如考虑的扇区数量)。
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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