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Phase based Indoor Real-Time Tracking of Mobile UHF RFID tags

机译:移动UHF RFID标签的相位室内实时跟踪

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Indoor real-time location system (RTLS) has attracted more and more attention due to the growing demands on location-based services (LBSs). Many localization algorithms have been developed, but most of them are either expensive to implement or suffering from low accuracy because of various impacts, e.g. Occlusion, multipath, and device heterogeneity. This paper presents a novel tracking method based on the measured phase values. Our method could provide real-time tracking of mobile RFID tags using commercial off the shelf (COTS) devices without comprising the accuracy. The basic idea to realize tracking is that the trajectory can be approximated by a series of line segments. Between two consecutive time steps, the tag's velocity can be assumed to be constant. The instant speed at every line segments can be estimated by differentials of the phase measurements. The starting point of the trajectory is calculated using received signal strength (RSSI) through least squares. Then the trajectory can be recursively inferred from the integral of velocity. The performance of our methods is studied in simulations and experimentally verified in our lab.
机译:由于基于位置的服务(LBSS)的需求不断增长,室内实时定位系统(RTL)引起了越来越多的关注。已经开发了许多本地化算法,但由于各种影响,它们的大多数是昂贵的,以实现或遭受低精度,例如,例如各种影响。闭塞,多径和器件异质性。本文介绍了一种基于测量相值的新型跟踪方法。我们的方法可以使用商业从货架(COTS)器件(COTS)设备提供的移动RFID标签的实时跟踪,而不包括精度。实现跟踪的基本思想是轨迹可以由一系列线段近似。在两个连续的时间步骤之间,可以假设标签的速度是恒定的。可以通过相位测量的差异来估计每个线段的即时速度。轨迹的起始点是使用最小二乘的接收信号强度(RSSI)计算的。然后可以从速度的积分递归地推断出轨迹。在模拟中研究了我们的方法,并在我们的实验室进行了实验验证。

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