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An Evaluation of UHF RFID Anti-Collision Protocols with NS2

机译:使用NS2评估UHF RFID防冲突协议

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Radio frequency identification (RFID) has become an enabling and a promising technology for the proliferation of the Internet of Things (IoT) and its implementation. An RFID system front-end is composed of many tags that are identified by one or more readers. The significant issue in RFID system is how to limit the anti-collisions that occur between readers and tags when identifying and reading tags data. A Dynamic Framed Slotted ALOHA (DFSA) mechanism for UHF RFID passive tags was proposed by the EPC Global Class-1 Generation-2 standard (EPC C1 Gen2). In this mechanism the 'Q- algorithm' is used to dynamically update the size of the frame based on the number of unidentified tags. Many researchers have evaluated the Q-Algorithm and proposed many enhancements to ameliorate it and to have better read performances. However, a design of an anti-collision scheme plays a major role in determining a protocol performance. In order to measure a protocol performance, a variety of factors could be used. In this paper we have compared two recent enhancements of the Q-Algorithm with the original one used by the EPC C1 Gen2 standard. We have implemented protocols in NS2 simulator and conduct the comparison based on three factors which are system efficiency, collision ratio and the marginal identification cost. Not only the strengths and weaknesses of the protocols measured were shown by the results, but also the importance of evaluating all relevant performance factors was highlighted especially when comparing anti-collision protocols.
机译:射频识别(RFID)已成为物联网(IoT)的普及及其实现的一项使能和有前途的技术。 RFID系统前端由一个或多个读取器识别的许多标签组成。 RFID系统中的重要问题是当识别和读取标签数据时,如何限制在读取器和标签之间发生的防冲突。 EPC全球1类第2代标准(EPC C1 Gen2)提出了一种用于UHF RFID无源标签的动态成帧缝制ALOHA(DFSA)机制。在这种机制中,“ Q算法”用于根据未识别标签的数量动态更新帧的大小。许多研究人员已经评估了Q算法,并提出了许多改进措施以改善它并具有更好的读取性能。但是,防冲突方案的设计在确定协议性能方面起着主要作用。为了测量协议性能,可以使用多种因素。在本文中,我们将Q算法的两个最新增强功能与EPC C1 Gen2标准所使用的原始增强功能进行了比较。我们已经在NS2仿真器中实现了协议,并基于系统效率,冲突率和边际识别成本这三个因素进行了比较。结果不仅显示了所测协议的优点和缺点,而且还特别强调了评估所有相关性能因素的重要性,尤其是在比较防冲突协议时。

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