Bluetooth Low Power Portable Indoor Positioning System Using SIMO Approach

S. Rozum, Jan Kufa, L. Polak
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引用次数: 8

Abstract

The proposed Bluetooth Low Power (BLE) localization system focuses on simplifying deployment procedures in corridors while preserving the accuracy. It uses the Log-Distance path loss model, where the determination of environment constants is easier than creating fingerprints. Next, when the corridor is narrow enough (e.g., hospitals or office buildings), the perpendicular coordinate may not be required, and further simplification in the floor plan design can be adopted. That results in a simple line per corridor (1D system). To reduce fluctuations in the Received Signal Strength Indicator (RSSI) and achieve an easy and portable solution to perform measurements on several sites a wireless BLE Single Input Multiple Output (SIMO) system is introduced. The accuracy of the system for a fixed tag, placed in different spots on the line across the whole corridor, is better than 2. 4m in a 90% of measurements. The average error is 0.92 m without any filtration algorithms.
基于SIMO方法的蓝牙低功耗便携式室内定位系统
提出的低功耗蓝牙(BLE)定位系统的重点是简化在走廊的部署程序,同时保持准确性。它使用对数距离路径损失模型,在该模型中,确定环境常数比创建指纹更容易。其次,当走廊足够窄时(如医院或办公楼),可以不需要垂直坐标,平面图设计可以进一步简化。这就形成了一条简单的单线(一维系统)。为了减少接收信号强度指标(RSSI)的波动,并实现在多个站点进行测量的简单便携解决方案,引入了无线BLE单输入多输出(SIMO)系统。对于一个固定的标签,放置在整个走廊线上的不同位置,该系统的精度优于2。在90%的测量中是4米。在没有任何滤波算法的情况下,平均误差为0.92 m。
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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