A Fast and Universal RFID Tag Anti-Collision Algorithm for the Internet of Things

被引:6
作者
Zhang, Guofeng [1 ,2 ]
Tao, Sha [1 ,2 ]
Xia, Wan'ang [3 ,4 ,5 ]
Cai, Qiang [6 ]
Gao, Wanlin [1 ,2 ]
Jia, Jingdun [1 ,2 ]
Wen, Juan [1 ,2 ]
机构
[1] China Agr Univ, Coll Informat & Elect Engn, Beijing 100083, Peoples R China
[2] China Agr Univ, Key Lab Agr Informatizat Standardizat, Minist Agr & Rural Affairs, Beijing 100083, Peoples R China
[3] Chinese Acad Sci, Inst Semicond, Beijing 100083, Peoples R China
[4] Univ Chinese Acad Sci, Ctr Mat Sci & Optoelect Engn, Beijing 100049, Peoples R China
[5] Univ Chinese Acad Sci, Sch Microelect, Beijing 100049, Peoples R China
[6] Beijing Technol & Business Univ, Beijing Key Lab Big Data Technol Food Safety, Beijing 100048, Peoples R China
关键词
Anti-collision algorithm; Internet of Things; low cost; RFID tag; system efficiency priority; EFFICIENT; IDENTIFICATION;
D O I
10.1109/ACCESS.2019.2927620
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
To address the problems of high computational complexity, inflexible frame length adjustment, and sub-optimal system efficiency of the RFID tag anti-collision algorithms in the Internet-of-Things systems, a low-complexity, and universal fast RFID tag anti-collision algorithm is proposed in this paper. A faster and less-complex tag number estimation method depends less on computing and storage resources, making it easier to integrate into the Internet of Things. Using the concepts of sub-frame and system efficiency priority, after each sub-frame is identified, the number of tags is estimated quickly and the frame length is adjusted dynamically to ensure the algorithm's efficiency. Moreover, the proposed algorithm is fully compatible with the EPC Class-1 Generation-2 standard, which ensures its universality and compatibility with the existing systems. The simulation results show that the proposed algorithm can achieve a system efficiency of 0.3554, a time efficiency of 0.7851, and an identification speed of 433 n/s. Compared with the standard Q algorithm, the performance is improved by 9.691%, 5.002%, and 8.250%, respectively. It is, hence, demonstrated that the proposed algorithm meets the requirements for the rapid identification of the RFID tags in the Internet-of-Things applications.
引用
收藏
页码:92365 / 92377
页数:13
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