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A Smartphone Indoor Positioning System Using Hybrid Localization Technology

机译:使用混合本地化技术的智能手机室内定位系统

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摘要

As smartphone built-in sensors, wireless technologies, and processor computing power become more advanced and global positioning system (GPS)-based positioning technologies are improving, location-based services (LBS) have become a part of our daily lives. At the same time, demand has grown for LBS applications in indoor environments, such as indoor path finding and navigation, marketing, entertainment, and location-based information retrieval. In this paper, we demonstrate the design and implementation of a smartphone-based indoor LBS system for location services consisting of smartphone applications and a server. The proposed indoor LBS system uses hybrid indoor positioning methods based on Bluetooth beacons, Geomagnetic field, Inertial Measurement Unit (IMU) sensors, and smartphone cameras and can be used for three types of indoor LBS applications. The performance of each positioning method demonstrates that our system retains the desired accuracy under experimental conditions. As these results illustrate that our system can maintain positioning accuracy to within 2 m 80% of the time, we believe our system can be a real solution for various indoor positioning service needs.
机译:作为智能手机内置传感器,无线技术和处理器计算功率变得更先进,全球定位系统(GPS)基于较高的定位技术正在改进,基于位置的服务(LBS)已成为我们日常生活的一部分。与此同时,随着LBS应用程序在室内环境中的需求增加,例如室内路径寻找和导航,营销,娱乐和基于位置的信息检索。在本文中,我们展示了用于由智能手机应用程序和服务器组成的位置服务的基于智能手机的室内LBS系统的设计和实现。所提出的室内LBS系统采用基于蓝牙信标,地磁场,惯性测量单元(IMU)传感器和智能手机相机的混合室内定位方法,可用于三种类型的室内LBS应用。每个定位方法的性能表明我们的系统在实验条件下保留所需的精度。由于这些结果说明了我们的系统可以将定位精度维持在2米80%的时间内,我们相信我们的系统可以是各种室内定位服务需求的真实解决方案。

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