摘要:利用接收无线电信号强度的时间变化进行室内人体跟踪

Tzu-Ting Lin, Chun-Ju Lin, Chia-Min Su, Yi-Chun Lin, Huang-Chen Lee
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引用次数: 0

摘要

室内定位是实现位置感知应用的关键技术之一。据我们所知,现有的室内定位技术旨在提供非常高精度的位置信息,但由于安装和维护成本高,对基础设施的需求受到阻碍。此外,它们的精度通常变化很大,容易受到环境变化或外部干扰的影响。因此,对于室内人体跟踪的应用,选择合适的室内定位技术的实际考虑应该是提供足够的精度,同时也要经济。基于这一观察,我们的研究提出了一种室内、房间级的跟踪方法,其特点是建立和维护成本低的基础设施。用户携带一个移动设备,可以通过安装在房间和走廊之间的十字路口的蓝牙信标来确定他/她的位置。与传统的无线电指纹地图和接近方法相比,在本研究中,移动设备跟踪用户的移动方向和来自附近蓝牙信标的无线电信号强度的时间变化,以确定设备何时进入或离开给定的房间或走廊。因此,通过确定用户的运动顺序,可以记录用户的运动路径,用于室内跟踪或导航。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Poster Abstract: Exploiting Temporal Variation of Received Radio Signal Strength for Indoor Human Tracking
Indoor positioning is one of the key technologies for enabling location-aware applications. To the best of our knowledge, existing indoor positioning technologies are aimed at providing very high-accuracy location information, but are hindered by the need of a infrastructure with high installation and maintenance costs. In addition, their accuracy is usually highly variable and vulnerable to environmental changes or external interference. Thus, for applications of indoor human tracking, the practical considerations of choosing a suitable indoor positioning technique should be to provide adequate accuracy while also being economical. Based on this observation, our study presents an indoor, room-level tracking method characterized by an infrastructure with low costs to build and maintain. The user carries a mobile device that can determine his/her location with the help of Bluetooth beacons installed at the intersections between rooms and hallways. In contrast to traditional radio-fingerprint map and proximity approaches, in this study the mobile device tracks the user's moving direction and the temporal variation of the radio signal strength from nearby Bluetooth beacons, to determine when the device enters or leaves a given room or hallway. Therefore, by determining the sequence of a user's movements, his/her moving path can be recorded for indoor tracking or navigation.
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