无线局域网中移动系统的位置和方向估计

Christof Röhrig, Frank Künemund
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引用次数: 45

摘要

本文描述了一种在室内场景下移动系统的位置和方向估计方法。所提出的移动系统定位方法基于使用范围内WLAN接入点的信号强度值。提出了一种基于射电图和欧几里得距离结合Delaunay三角剖分和插值的方法。无线电地图法分为两个阶段。在初始校准阶段,通过移动和存储全向天线和波束天线在室内环境的各个预定点的信号强度值来构建无线电地图。在定位阶段,移动系统在相同的环境中移动,定位引擎估计系统的位置和方向。基于无线电地图的方法的主要缺点是在校准阶段建立地图的人工工作量很大。Delaunay三角测量和插值的使用允许具有低密度校准点的无线电地图,并减少了手动生成地图的时间。本文介绍了在某办公楼进行测量的实验结果。
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Estimation of position and orientation of mobile systems in a wireless LAN
In this paper, a method to estimate position and orientation of a mobile system in an indoor scenario is described. The proposed method for localizing the mobile system is based on the use of signal strength values of WLAN access points in range. A radio map based method and Euclidean distance in combination with Delaunay triangulation and interpolation is proposed. The radio map method is divided in two phases. In the initial calibration phase, the radio map is built by moving around and storing signal strength values of an omnidirectional antenna and a beam antenna at various predefined points of the indoor environment. In the localization phase the mobile system moves in the same environment and the localization engine estimates position and orientation of the system. The main disadvantage of radio map based methods is the high manual effort to build the map in the calibration phase. The use of Delaunay triangulation and interpolation allows a radio map with a low density of calibration points and reduces the time for manual generation of the map. The paper presents the experimental results of measurements in an office building.
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