一种低成本的房间级室内定位系统,易于安装,适用于医疗应用

Thomas I. Tegou, Ilias Kalamaras, K. Votis, D. Tzovaras
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引用次数: 12

摘要

室内定位系统在提供定位信息和方向方面已经有了广泛的应用。它们在医学应用中也非常有用,因为一个人的室内运动可以表明他/她的临床状态。室内定位系统的研究正在进行中,针对不同的用例,有许多采用不同硬件或算法方法的解决方案。在医疗应用中使用室内定位系统时,易于设置和成本是重要因素。本文提出了一种具有房间级精度的室内定位系统,重点是安装过程简单,非技术人员也能容易地操作,并且成本低廉,因此可以广泛采用。该系统主要用于监测室内环境中成年人的行为。该系统通过跟踪放置在该区域的蓝牙低能量信标的RSS(接收信号强度)测量处理的携带设备来运行。该系统已在实际环境中进行了评估,在房间估计中达到了95.31%的准确率。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A low-cost room-level indoor localization system with easy setup for medical applications
Indoor localization systems have already wide applications for providing localized information and directions. They can also be very useful in medical applications, as an individual’s indoor movements can be indicative of his/her clinical status. Research for indoor localization systems is ongoing and there are numerous solutions with different hardware or algorithmic approaches, for different use cases. Ease of setup and cost are significant factors when using indoor localization systems for medical applications. This paper proposes an indoor localization system with room-level accuracy, focusing on an easy installation procedure that can be easily followed from non-technical staff, as well as on low cost, so that it can be widely adopted. The proposed system has been mainly designed for behavioural monitoring of adults in an indoor environment. The system operates by tracking a carried device based on the processing of RSS (Received Signal Strength) measurements from Bluetooth Low Energy beacons placed in the area. The proposed system has been evaluated in realistic settings and and achieves an accuracy of 95.31% in room estimation.
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