基于图论的RFID标签识别多读写器防碰撞算法

Chen Zhao, Xiaolin Jia
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引用次数: 0

摘要

在大规模的多个RFID读写器系统中,在标签识别过程中,读写器之间的信号会相互干扰,称为读写器碰撞。为此,本文提出了一种基于图论(MRGT)的RFID标签识别多读写器防碰撞算法来处理干扰。该算法建立了RFID读写器网络的干扰图,用于选择RFID读写器的独立集,并通过为不同的读写器集安排不同的通信时隙和频率来避免多个读写器之间的冲突。仿真结果表明,与经典算法邻居友好阅读器防碰撞协议(NFRA)和分布式颜色选择(DCS)算法相比,该算法每秒平均增加了6.4%和11.56%的活跃阅读器数,标签识别率也分别提高了6倍和11倍,因此MRGT的系统效率和标签识别率都优于NFRA和DCS。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Multiple RFID Readers Anti-collision Algorithm for RFID Tags Identification based on Graph Theory
In a large-scale multiple RFID readers system, the signal between the readers will interfere with each other during the tags identification, which is called reader collision. Such that, this paper proposes a Multiple RFID Readers Anti-collision Algorithm for RFID Tags Identification based on Graph Theory (MRGT) to deal with the interference. The algorithm establishes an interference graph for the RFID readers network used to select the independent set of the RFID readers and avoid the collision among multiple readers by arranging different communication slots and frequencies for different reader sets. Simulation results show that the proposed algorithm increases the number of active readers per second by 6.4% and 11.56% respectively on average, and the tag recognition rate is also increased by 6 and 11 times respectively compared with the classic algorithm Neighbor Friendly Reader Anti-Collision Protocol (NFRA) and distributed color selection (DCS) algorithm, and so the system efficiency and tag recognition rate of MRGT are better than that of NFRA and DCS.
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