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A Blind Calibration Method for Phase-of-Arrival-Based Localization of Passive UHF RFID Transponders

机译:基于到达相位的无源UHF RFID应答器定位的盲校准方法

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摘要

Phase-of-arrival-based localization systems for passive ultrahigh frequency (UHF) radio-frequency identification (RFID) transponders must typically be calibrated to account for unknown phase offset values. Usually, reference measurements are performed using known tag positions. However, if the measurement scenario changes or other types of transponders are used, the system must be recalibrated. This paper introduces an automatic blind calibration method based on a Viterbi algorithm that requires no reference measurements. With this approach, the phase offset values are determined autonomously based on the measurement data set without any prior knowledge of the transponder positions, which are also estimated. To prove the calibration approach, a multichannel system demonstrator was used comprising a commercial off-the-shelf RFID reader, conventional passive UHF RFID tags, eight transceiver front ends, baseband hardware, and signal processing. Measurements were carried out in a 2-D indoor office environment, which was defined to be 3.5 m$imes2.5$m. Compared with the common exhaustive calibration method using reference measurements at known tag positions, the automatic blind Viterbi-based approach offers similar results with a root-mean-square deviation of the phase offset values of 0.33 rad, which corresponds to an electrical length of 18 mm. Regarding the localization, the experiments showed accurate results with a root-mean-square error of 56 mm and a median absolute error of 21 mm.
机译:通常必须对无源超高频(UHF)射频识别(RFID)应答器的基于到达相位的定位系统进行校准,以解决未知的相位偏移值的问题。通常,参考测量是使用已知标签位置执行的。但是,如果测量方案发生变化或使用其他类型的应答器,则必须重新校准系统。本文介绍了一种基于维特比算法的自动盲标方法,该方法不需要参考测量。通过这种方法,可以根据测量数据集自动确定相位偏移值,而无需事先了解应答器的位置,也无需进行估计。为了证明校准方法,使用了多通道系统演示器,包括商用的现成RFID阅读器,传统的无源UHF RFID标签,八个收发器前端,基带硬件和信号处理。在定义为3.5 m n $ times2.5 $ nm。与在已知标签位置使用参考测量的普通详尽校准方法相比,基于维特比的自动盲法提供了类似的结果,相位偏移值的均方根偏差为0.33 rad,相当于电长度为18毫米关于定位,实验显示了准确的结果,均方根误差为56 mm,中位数绝对误差为21 mm。

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