High accuracy indoor localization with low cost based on wireless LAN, mobile sensors and floor layout

Andrew YongGwon Lee, Abhishek Kumar, Pawel Wilk, W. Chmielowiec, Wojciech Jaworski, M. Skorupa, Pawel Zborowski
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引用次数: 5

Abstract

Location-awareness is highly remarkable subject in IoT fields, as many applications exploit location information to provide services such as navigation, guidance and use it to control lighting or temperature in the environment. While GPS provides reliable outdoor localization, indoor positioning system (IPS) is still challenging and many technologies have been proposed. However, most of them rely on customized hardware or presume some dedicated infrastructure. This paper focuses on solution which combines Wi-Fi positioning system along with Pedestrian Dead Reckoning (PDR) and differentiation between accessible and inaccessible areas in the venue. Wi-Fi positioning system is based on wave propagation modelling and requires access points locations to be known. System has been tested in laboratory environment and results are presented in performance verification section.
基于无线局域网、移动传感器和地板布局的低成本高精度室内定位
位置感知在物联网领域是一个非常重要的主题,因为许多应用程序利用位置信息来提供导航、引导等服务,并使用它来控制环境中的照明或温度。虽然GPS提供了可靠的室外定位,但室内定位系统(IPS)仍然具有挑战性,已经提出了许多技术。然而,它们中的大多数依赖于定制的硬件或假定一些专用的基础设施。本文重点研究了将Wi-Fi定位系统与行人航迹推算(PDR)相结合的解决方案,并对场馆内可达区域和不可达区域进行区分。Wi-Fi定位系统基于波传播模型,并且需要知道接入点的位置。系统在实验室环境下进行了测试,性能验证部分给出了测试结果。
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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