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An Indoor and Outdoor Seamless Positioning System Based on Android Platform

机译:基于Android平台的室内外无缝定位系统

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摘要

The proliferation of powerful mobile devices, along with the increasing demand of location information, has driven the researches to develop positioning applications with higher accuracy. In this paper, we build an Android application which achieved the aim of seamless positioning between the inside and the outside. The system contains four parts: outdoor positioning, which uses GPS and Baidu Map, indoor positioning, which adopts Wi-Fi fingerprint positioning, contextual detection, including indoor and outdoor detection and floor detection, which takes advantage of multiple sensors integrated on Android, functional configuration, whose work is to establish and manage Wi-Fi fingerprint database. We developed an Android APP that runs on the smartphones and experiments have been carried out in real environment with good accuracy of output. Experimental results indicate a remarkable performance improvement by using the proposed method about HMM.
机译:功能强大的移动设备的激增,以及对位置信息的需求不断增长,推动了研究开发具有更高精度的定位应用程序。在本文中,我们构建了一个Android应用程序,该应用程序实现了内部和外部之间的无缝定位。该系统包含四个部分:使用GPS和百度地图的室外定位,使用Wi-Fi指纹定位的室内定位,包括室内和室外检测以及地面检测在内的上下文检测,它利用集成在Android上的多个传感器,功能配置,其工作是建立和管理Wi-Fi指纹数据库。我们开发了可在智能手机上运行的Android APP,并且已在真实环境中进行了实验,并具有良好的输出精度。实验结果表明,使用所提出的HMM方法可以显着提高性能。

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