Wi-Fi方位和位置跟踪使用定向接收信号强度测量

J. Seitz, Thorsten Vaupel, S. Haimerl, J. G. Boronat, J. Thielecke
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引用次数: 9

摘要

提出了一种新的移动单元北角和二维位置方位角估计和跟踪方法。在户外,可以使用电子罗盘轻松检测设备的方位角,并且可以使用全球导航卫星系统(GNSS)计算位置。在室内,磁干扰导致罗盘输出不可靠。此外,室内也没有像室外GNSS那样的标准定位系统。该方法基于四个水平排列的定向天线收集的Wi-Fi信号强度测量。为了证明这一概念,采用了基于信号空间中归一化欧几里得距离的Wi-Fi指纹识别。在实验室收集的测试数据证明了该方法的可行性。特别是在室内环境中,这有助于使用电子指南,通过增强现实技术提供额外的信息,例如在视觉范围内的博物馆展品。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Wi-Fi azimuth and position tracking using directional received signal strength measurements
A new approach for estimating and tracking the azimuth angle regarding north and a two-dimensional position of a mobile unit is presented. Outdoors, the azimuth angle of a device can be easily detected using an electronic compass and the position can be calculated using a global navigation satellite system (GNSS). Indoors, magnetic disturbances lead to unreliable compass outputs. Also, indoors there exists no standard positioning system like GNSS outdoors. The presented approach is based on Wi-Fi signal strength measurements collected by four horizontally arranged directional antennas. To proof the concept the well known Wi-Fi fingerprinting based on the normalized Euclidean distance in signal space has been adopted. A test with measurements collected in a laboratory demonstrates the feasibility of the approach. Especially in indoor environments this facilitates the use of electronic guides that offer additional information by means of augmented reality, e.g. on museum exhibits in visual range.
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