基于相对接收信号强度的gsm定位技术

M. H. A. Meniem, A. Hamad, E. Shaaban
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引用次数: 8

摘要

在过去几年中,上下文感知应用程序获得了巨大的兴趣。随着手机成为无处不在的计算设备,手机定位已成为一个重要的研究问题。数据库关联法DCM是一种基于预先测量的位置因变量(如接收信号强度RSS)的数据库的定位技术。DCM在精度方面显示出优越性。从基站接收到的绝对RSS值随着时间的变化而变化,但相对RSS RRSS值更稳定,它表示不同基站之间的RSS值的关系。本研究提出并实现了一种基于gsm的鲁棒RRSS定位和流量估计技术。这项研究在埃及的道路上进行了测试和分析,使用的是真实的数据和安卓智能手机。性能评价结果良好。城市地区平均定位精度约为29m,农村地区速度估计约为1 km/h。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
GSM-Based Positioning Technique Using Relative Received Signal Strength
Context-aware applications have been gaining huge interest in the last few years. With cell phones becoming ubiquitous computing devices, cell phone localization has become an important research problem. Database Correlation Method DCM is a positioning technology that based on a database of a premeasured location dependent variable such as Received Signal Strength RSS. DCM has shown superior in terms of accuracy. Absolute RSS values received from a base station change with time, but the relative RSS RRSS values which refer to the relations of the RSS values between different base stations are more stable. This study proposes and implements a robust RRSS GSM-based technique for both positioning and traffic estimation. The study was tested and analyzed in Egypt roads using realistic data and Android smart phones. The performance evaluation showed good results. Mean positioning accuracy was about 29m in urban areas and velocity estimation was about 1 km/h in rural areas.
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