快速准确的3D RFID移动定位

Hankai Liu, Yongtao Ma, Yue Jiang, Yunlei Zhang, Xiuyan Liang
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引用次数: 3

摘要

提出了一种基于超高频(UHF)射频识别(RFID)的无源标签和被标签物体三维移动定位系统(3DRML)。现有的基于RFID的二维和三维移动定位方法受计算模型、网格尺度和相中心位移(PCS)等因素的影响,在计算时间和精度上存在一定的限制。为了克服这些限制,3DRML具有以下特性。首先,3DRML利用反射系数重建(RCR)的思想,将代表一个区域的每个点视为一个反射点,并通过简单的矩阵运算计算反射系数,以低时间成本实现基于网格的移动定位。其次,对天线相位中心变化引起的相移进行了PCS校正。第三,3DRML利用非线性优化算法求解最小二乘定位模型进行快速定位,然后构建更小的网格区域,便于基于网格的实时精确定位。通过模拟各种干扰对3DRML的性能进行了评价,结果表明,3DRML能够在实现较高精度的同时实现快速的3D定位。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
On Fast and Accurate 3D RFID Mobile Localization
This paper proposes an ultrahigh-frequency (UHF) radio frequency identification (RFID) based 3D mobile localization system (3DRML) for passive tags and tagged objects. Influenced by factors such as calculation model, grid scale and phase center shift (PCS), prior RFID based 2D and 3D mobile localization methods are subject to certain restrictions in computational time and accuracy. To overcome these limitations, 3DRML has the following features. First, 3DRML achieves grid based mobile localization with low time cost by leveraging the idea of reflection coefficient reconstruction (RCR) which regards each point representing an area as a reflection point and calculates the reflection coefficients from simple matrix operations. Second, a PCS calibration process is performed to compensate the phase shift caused by the antenna phase center change. Third, 3DRML uses the nonlinear optimization algorithm to solve the least square localization model for a quick localization, and then constructs a much smaller grid area to facilitate the grid based real-time accurate localization. The performance of 3DRML is evaluated by simulations with various interferences, and the results show that 3DRML enables fast 3D localization while achieving higher accuracy.
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