A Widely Linear MMSE Anti-Collision Method for Multi-Antenna RFID Readers

被引:18
作者
Deng, Wei [1 ]
Li, Zhe [2 ]
Xia, Yili [1 ]
Wang, Kai [1 ]
Pei, Wenjiang [1 ]
机构
[1] Southeast Univ, Sch Informat Sci & Engn, Nanjing 210096, Jiangsu, Peoples R China
[2] Soochow Univ, Sch Elect & Informat Engn, Suzhou 215006, Peoples R China
基金
中国国家自然科学基金;
关键词
RFID; anti-collision; impropriety; WLMMSE; multi-antenna; SIGNAL;
D O I
10.1109/LCOMM.2019.2902545
中图分类号
TN [电子技术、通信技术];
学科分类号
0809 ;
摘要
In a multi-tag radio frequency identification (RFID) system, signals sent from different tags are likely to interfere with others, leading to a degradation in the transmission quality. To solve this problem, a novel widely linear minimum-mean-square-error (WLMMSE) anti-collision method is proposed by taking into account the improper second-order statistics of backscattered tag signals, which result from the quadrature nature of RFID readers. The proposed method provides an efficient means to separate multiple overlapping tag signals within a single time slot and can be easily integrated into multi-antenna RFID systems to improve their throughput. Its modeling advantages over conventional linear model-based signal recovery methods are illustrated by both the simulations and real-world experiments.
引用
收藏
页码:644 / 647
页数:4
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