基于电磁信号的室内定位系统设计与实现
esign and Implementation of Indoor Location System On Electromagnetic Signal
随着移动智能终端的普及和移动互联网的迅猛发展,基于位置的服务和应用大量涌现。低成本、高精度的室内定位解决方案已成为新的研究热点。Wi-Fi位置指纹是解决室内定位问题的一种主要技术,基于磁场的室内定位是近年来热门的研究室内定位的新方向向。Wi-Fi位置指纹法通过识别接收信号的类别和强度,根据接收信号强度信息判别定位者所在的位置。磁场定位将磁场强度向量作为样本,通过粒子滤波技术模拟定位者的物理位置。本文融合电磁信号将Wi-Fi和磁场两种定位技术结合,提出了一种混合定位算法,该算法可以有效提高定位精度。
With the popularity of mobile intelligent terminals and the rapid development of mobile Internet, location-based services and applications appeared in large numbers. Low-cost and high-precision indoor positioning solution has become a new hotspot. Wi-Fi location fingerprinting is a main techniques to solve indoor positioning problem, and indoor positioning based on magnetic field is a hot research field in recent years. Wi-Fi location fingerprintint identify coordinate with the type and strength of received signal, according to the received signal strength information to determine the location of person. Magnetic location treat magnetic strength vector as base sample, using particle filter technology to simulate location of person. This perpar proposes a hybrid algorithm based on Wi-Fi and magnetic technology which enhances the accuracy.
周锋、王叶静男
无线通信通信电子技术应用
室内定位位置指纹磁场定位
indoor positioninglocation fingerprintingmagnetic location
周锋,王叶静男.基于电磁信号的室内定位系统设计与实现[EB/OL].(2015-12-22)[2025-08-02].http://www.paper.edu.cn/releasepaper/content/201512-1125.点此复制
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