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A Robust RFID-Based Method for Precise Indoor Positioning

机译:基于鲁棒性的基于RFID的精确室内定位方法

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摘要

A robust method for precise indoor positioning utilizing Radio Frequency Identification (RFID) technology is described. The indoor environment is partitioned into discrete locations, and a set of RFID tags are scattered in the environment. Sample reading patterns of RFID tags are collected at each location by an RFID reader. A pattern recognition and classification method is used, when human, vehicle, or other carrier moves around the environment with an RFID reader, to estimate its physical location based on the reading pattern. The resulting estimation error is within one meter. The method is adaptive to different tag distributions, reader ranges, tag reading defects, and other alterable physical constraints. Results from extensive experiments show that the described method is a robust and cost-saving solution to indoor positioning problems in logistics industry. A provisional US patent is granted on the described method.
机译:描述了一种利用射频识别(RFID)技术进行精确的室内定位的鲁棒方法。室内环境被划分为不同的位置,并且一组RFID标签散布在环境中。 RFID阅读器在每个位置收集RFID标签的样本读取模式。当人类,车辆或其他携带者通过RFID阅读器在环境中移动时,使用模式识别和分类方法来根据读取模式估算其物理位置。产生的估计误差在1米以内。该方法适用于不同的标签分布,读取器范围,标签读取缺陷和其他可变的物理约束。大量实验的结果表明,所描述的方法是解决物流行业室内定位问题的可靠且节省成本的解决方案。所描述的方法已授予临时美国专利。

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