摘要
在无线射频识别(RFID)系统中,物理层上恢复冲突标签可有效提高系统识别效率.然而在超高频(UHF)RFID系统中,频率漂移是一普遍现象,它对物理层的冲突标签恢复有一定的影响.本文针对频率漂移的标签冲突恢复问题,采用径向基函数(RBF)网络分离算法对冲突信号分离,并利用FM0电平边沿跳变的原理实现解码,以此实现冲突标签信号恢复.实验结果表明,当发生频率漂移时,本文的方法在误码率和分离效率上均优于传统算法.
In RFID systems,the recovery of collision tag signals on a physical layer could enhance identification efficiency.However,frequency drift is very common for ultra-high frequency(UHF)RFID systems and will have an influence on the recovery on the physical layer.For the problem of the recovery with the frequency drift,this paper adopts a Radius Basis Function(RBF)network to separate the collision signals,and decode the signals based on FM0 code to recovery the collided RFID tags.The numerical results show that,the method in this paper has better performance on bit error rate(BER)and separation efficiency than conventional methods when the frequency drift occurs.
作者
李俊志
吴海锋
曾玉
院东珠
LI Jun-zhi;WU Hai-feng;ZENG Yu;YUAN Dong-zhu(School of Electrical and Information Technology,Yunnan Minzu University,Kunming,Yunnan 650500,China)
出处
《电子学报》
EI
CAS
CSCD
北大核心
2018年第8期2004-2010,共7页
Acta Electronica Sinica
基金
国家自然科学基金(No.61762093)
云南省第十七批中青年学术和技术带头人资助项目(No.2014HB019)
云南省高校科技创新团队支持计划资助
关键词
射频识别
标签冲突
频率漂移
径向基函数网络
(Radio Frequency Identification)RFID
tag collision
frequency drift
radius basis function network