RFID网络中读写器无碰撞排列算法

A. Meddeb, Atef Jaballah
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引用次数: 11

摘要

无线射频识别(RFID)被认为是21世纪十大最佳技术之一。这项技术经常用于不同的部门:工业、农业和学术。在RFID网络中,阅读器和标签通过电磁信号进行无线通信。由于优化的标签覆盖范围,必须在同一工作区域部署多个阅读器,从而导致阅读器到阅读器或阅读器到标签的冲突。此外,RFID阅读器的特点是可以读取它们的最大标签数量和最大查询范围。因此,激活RFID读写器并调整其查询范围以覆盖最大数量的标签而不发生冲突的问题是RFID网络研究的热点之一。这个问题被称为Reader Coverage Collision Avoidance Arrangement (RCCAA)问题。文献中提出了一种基于最大权重独立集的算法(Maximum-Weight-Independent-Set-Based algorithm, MWISBA)来解决RCCAA问题。在该算法中,只调整了读者的询问范围。干扰范围没有考虑在内。因此,如果阅读器询问位于其询问区域与另一个阅读器的干扰区域重叠区域的标签,则可能发生阅读器-阅读器碰撞。为了填补这一空白,我们提出了一种改进的MWISBA,称为MWISBAII,它能够解决RCCAA问题,避免所有类型的碰撞。实验结果表明了该算法与现有算法相比的优越性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Algorithm for Readers Arrangement without Collision in RFID Networks
Radio Frequency IDentification (RFID) was identified as one of the ten best technologies in the 21st century. This technology is frequently used in different sectors: industrial, agricultural and academic. In RFID networks, readers and tags communicate wirelessly through electromagnetic signals. Due to the optimized tag coverage, multiple readers must be deployed in the same working area, causing reader-to-reader or/and readerto- tag collisions. In addition, the RFID reader is characterized by a maximum number of tags that can read them and a maximum interrogation range. Then the problem of activating the RFID readers and adjusting their interrogation ranges in order to cover the maximum number of tags without collisions is one of hot spot researches in RFID networks. This problem is known as the Reader Coverage Collision Avoidance Arrangement (RCCAA) problem. In the literature, an algorithm called the Maximum-Weight-Independent-Set-Based Algorithm (MWISBA) was put forward to solve the RCCAA problem. In this algorithm, only the interrogation ranges of readers where adjusted. The interference range was not taken into account. Thus, a readerto- reader collision could occur if a reader interrogated a tag located in the overlap area of its interrogation area with the interference area of another reader. To fill in this gap, we propose an improvement of the MWISBA called the MWISBAII which is able to solve the RCCAA problem avoiding all types of collisions. The experimental results show the superiority of our algorithm compared with the state-of-the-art solutions.
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