Analytic Hierarchy Process Based Compatibility Measurement for RFID Protocols

Weiping Zhu, Changyu Huang, Chao Ma
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Abstract

In recent years, radio frequency identification (RFID) based information query is widely used in many ap-plications. In order to meet various application requirements, different kinds of RFID protocols are proposed, such as ID collection, category estimation, and missing tag identification. We find that the structure and function used in these RFID protocols are quite similar. For example, empty slot skipping and collision slot reconciling are used in many protocols. An improvement in one protocol may also be applied in another protocol, or a combination of two compatible protocols can fulfill a new application requirement. However, currently there is no approach to measure the compatibility of two RFID protocols. In this study, we theoretically proposed the concept of RFID protocol compatibility and designed an approach to measure it. Analytic hierarchy process approach is revised for this purpose. The important features of an RFID protocol are identified, and then determine their weights according to their importance. The similarity of two protocols are computed by the weighted similarity of lowest level features. We validate this approach by using eight typical RFID protocols, and show useful information for the protocol design. For example, the results show the compatibility between CLS and SFMTI reaches 89.5 %, while the compatibility between CLS and TKQ is only 20.71 %, this conforms the characteristics of these protocols.
基于层次分析法的RFID协议兼容性测量
近年来,基于射频识别(RFID)的信息查询在许多应用中得到了广泛的应用。为了满足不同的应用需求,提出了不同类型的RFID协议,如ID采集、类别估计、缺失标签识别等。我们发现在这些RFID协议中使用的结构和功能非常相似。例如,在许多协议中都使用了空槽跳变和冲突槽协调。一个协议的改进也可以应用于另一个协议,或者两个兼容协议的组合可以满足新的应用程序需求。然而,目前还没有办法衡量两种RFID协议的兼容性。本文从理论上提出了RFID协议兼容性的概念,并设计了一种测量方法。为此,对层次分析法进行了改进。首先对RFID协议的重要特征进行识别,然后根据其重要性确定其权重。两个协议的相似度是通过最低层特征的加权相似度来计算的。我们通过使用八个典型的RFID协议验证了这种方法,并展示了协议设计的有用信息。例如,CLS与SFMTI之间的兼容性达到89.5%,而CLS与TKQ之间的兼容性仅为20.71%,这符合这些协议的特点。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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