An Abnormal Information Collection Protocol for Large-Scale RFID Systems

被引:0
|
作者
Liao, Shujian [1 ]
Yang, Haizhu [1 ]
Zhao, Jumin [1 ]
Li, Dengao [1 ]
Li, Ji [1 ]
机构
[1] Taiyuan Univ Technol, Coll Informat & Comp Sci, Taiyuan 030000, Shanxi, Peoples R China
关键词
Bloom filter; information collection; sensor-enabled RFID system; sampling; EFFICIENT;
D O I
10.1109/JSEN.2019.2913539
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Many technologies have become mature for RFID applications, but few studies have been carried out to collect large-scale RFID tags information. This paper focuses on the problem of abnormal information collection, which aims at effectively identifying the abnormal products through sensor information detection in large storage, so that it can be processed in a timely manner. In order to reduce the cost of transmission and improve the efficiency of recognition, an abnormal information collection protocol (AIC) is presented, which first randomly collects part of tags information, and estimates the number of tags that are detected as abnormal, then collects their ID number and sensor information. Through the experiment simulation, AIC can efficiently collects the abnormal tags information, and is better than the Gen2-based protocol, SIC and MIC protocols based on the bloom filter.
引用
收藏
页码:10829 / 10836
页数:8
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