Cheap approximate localization using FM radio

Piyush Kumar, Tathagata Mukherjee, E. Pasiliao, Liqin Xu
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引用次数: 6

Abstract

In this paper, we present a coarse and passive localization system for GPS-denied environments. Our system is based on a cheap software defined radio (SDR) costing less than $25, which is used to listen to broadcast signals from local FM Radio stations. We show that the hardware and associated algorithms are capable of localizations with average errors of less than 5 miles, without requiring a fingerprinting or crowd sourcing approach. The algorithm is based on a large-scale simulation based map building phase and a query phase. We use 924 power spectra distributed over more than 200 miles for experimentally validating our query algorithm. Our average localization error is less than 5 miles.
廉价的近似定位使用调频收音机
本文提出了一种粗糙的无源gps定位系统。我们的系统是基于一个便宜的软件定义无线电(SDR),成本不到25美元,用于收听当地调频广播电台的广播信号。我们表明,硬件和相关算法能够定位平均误差小于5英里,而不需要指纹或众包方法。该算法基于基于大规模仿真的地图构建阶段和查询阶段。我们使用分布在200英里以上的924个功率谱来实验验证我们的查询算法。我们的平均定位误差小于5英里。
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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