大规模RFID系统中未知标签的快速识别方法

Xiulong Liu, Keqiu Li, Yanming Shen, G. Min, Bin Xiao, W. Qu, Hongjuan Li
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引用次数: 9

摘要

射频识别(RFID)技术由于其识别速度快、查询范围远等优点,在库存控制、供应链管理等领域得到了广泛的应用。有效地识别未知标签是至关重要的,因为当新的标签对象被移动或错误放置时,这些标签可能会出现。最先进的基本未知标签识别协议-带有冲突-新鲜槽配对(BUIP-CF)协议可以先停用所有已知标签,然后收集所有未知标签。但是,BUIP-CF协议采用了类似aloha的技术,导致标签响应过多,导致效率低下。本文提出了一种快速未知标签识别(FUI)协议,该协议研究了一个指示向量,以给定的精度标记未知标签,并消除了在失活阶段耗时的标签响应。FUI还采用经典的EDFSA (Enhanced Dynamic Framed Slotted ALOHA)协议来收集标记的未知标签。然后,我们研究了最佳参数设置,以最大限度地提高所提出的FUI协议的性能。进行了大量的仿真实验来评估所提出的FUI协议的性能,实验结果表明它大大优于最先进的协议。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Fast Approach to Unknown Tag Identification in Large Scale RFID Systems
Radio Frequency Identification (RFID) technology has been widely applied in many scenarios such as inventory control, supply chain management due to its superior properties including fast identification and relatively long interrogating range over barcode systems. It is critical to efficiently identify the unknown tags because these tags can appear when new tagged objects are moved in or wrongly placed. The state-of-the-art Basic Unknown tag Identification Protocol-with Collision-Fresh slot paring (BUIP-CF) protocol can first deactivate all the known tags and then collect all the unknown tags. However, BUIP-CF protocol investigates an ALOHA-like technique and causes too many tag responses, which results in low efficiency. This paper proposes a Fast Unknown tag Identification (FUI) protocol which investigates an indicator vector to label the unknown tags with a given accuracy and removes the time-consuming tag responses in the deactivation phase. FUI also adopts the classical Enhanced Dynamic Framed Slotted ALOHA (EDFSA) protocol to collect the labeled unknown tags. We then investigate the optimal parameter settings to maximize the performance of the proposed FUI protocol. Extensive simulation experiments are conducted to evaluate the performance of the proposed FUI protocol and the experimental results show that it considerably outperforms the state-of-the-art protocol.
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