DecaFriend:手机平台无服务器室内定位系统

Kornkanok Khaoampai, Kamonluk Suksen, K. N. Nakorn, K. Rojviboonchai
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引用次数: 4

摘要

手机正在成为我们日常生活中必不可少的小工具。人们提出了移动应用程序,以提高手机的功能。位置服务应用是一种提供手机当前位置等位置信息的移动应用。GPS是目前手机定位服务的热门技术,许多型号的手机都嵌入了GPS传感器。虽然GPS在室外场景下可以提供较高的精度,但在室内环境下,由于GPS卫星发出的GPS信号受到建筑物结构的阻挡,GPS无法提供良好的精度。为了解决上述问题,人们提出了室内定位系统。许多室内定位系统需要昂贵的后端服务器来处理定位。此外,设备需要连接到后端服务器才能请求服务。本文提出了一种面向手机平台的无服务器室内定位系统。该系统不需要后端服务器的任何支持。定位是在手机上处理的。本系统作为Android应用程序开发,利用Wi-Fi信号确定手机的当前位置,并利用移动自组网将当前位置传播给系统内的其他用户。当系统部署在两层建筑作为实验场地时,系统的精度达到83.43%。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
DecaFriend: Serverless indoor localization system on mobile phone platform
Mobile phone is now becoming a necessary gadget in our daily life. Mobile applications have been proposed to advance the function of mobile phone. Location service application is a kind of mobile application that provides location information such as current location of the mobile phone. GPS is the popular technology for location service on mobile phone because many models of mobile phone are embedded with GPS sensor. Although GPS can provide high accuracy over outdoor scenario, GPS cannot provide good accuracy in indoor environment because the GPS signal from GPS satellites is blocked by the structure of building. The indoor localization systems have been proposed to address the above-mentioned problem. Many indoor localization systems require costly back-end server to process location. Moreover, the devices need to connect to the back-end servers to request the service. In this paper, we propose a serverless indoor localization system for mobile phone platform. The proposed system does not need any support from back-end server. The localization is processed on mobile phone. The system is developed as an Android application, utilizing Wi-Fi signal to determine the current location of mobile phone and uses mobile ad hoc network to disseminate the current location to other users in the system. The proposed system achieves accuracy up to 83.43% when the system is deployed in the two-floors building, which is the experimental site.
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