Robust Localization of a Wireless Device by a Network of Unsynchronized Anchors

Q. Chaudhari, Wayne S. T. Rowe
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Abstract

The infrastructure available to the mobile phones is too costly to deploy for localizing small wireless devices in an Internet of Things (IoT) framework. Among available RF solutions, those based on the time of arrival measurements at a network of unsynchronized anchors suit quite well to this application. In this paper, we consider a wireless device moving at a pedestrian speed within such a network of unsynchronized anchors and track its position using time of flight measurements that are processed through an Extended Kaiman Filter (EKF). The system dynamics here come from the uniform speed of the device as well as the skew of the clocks involved. The purpose is to compare the results with Time Difference of Arrival (TDoA) and Differential Time Difference of Arrival (DTDoA) measurements that act as a lower and upper bound for this system, respectively.
基于非同步锚点网络的无线设备鲁棒定位
移动电话可用的基础设施过于昂贵,无法在物联网(IoT)框架中部署小型无线设备。在现有的射频解决方案中,基于非同步锚点网络到达时间测量的射频解决方案非常适合这种应用。在本文中,我们考虑在这样一个不同步锚点网络中以行人速度移动的无线设备,并使用通过扩展Kaiman滤波器(EKF)处理的飞行时间测量来跟踪其位置。这里的系统动力学来自设备的匀速以及所涉及的时钟的倾斜。目的是将结果与分别作为该系统下界和上界的到达时间差(TDoA)和到达时间差(DTDoA)测量结果进行比较。
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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