Physical-Layer Detection and Security of Printed Chipless RFID Tag for Internet of Things Applications

被引:16
|
作者
Khadka, Grishma [1 ]
Ray, Biplob [2 ]
Karmakar, Nemai Chandra [3 ]
Choi, Jinho [1 ]
机构
[1] Deakin Univ, Sch Informat Technol, Burwood, Vic 3125, Australia
[2] Cent Queensland Univ, Ctr Intelligent Syst, Sch Engn & Technol, Melbourne, Vic 3000, Australia
[3] Monash Univ, Dept Elect & Comp Syst Engn, Clayton, Vic 3800, Australia
基金
澳大利亚研究理事会;
关键词
Security; Cloning; RFID tags; Internet of Things; Object recognition; Resonant frequency; Physical layer security; Backscatter communication; chipless radio-frequency identification (RFID) system; deep learning; long short-term memory (LSTM); physical security; PROTOCOL;
D O I
10.1109/JIOT.2022.3151364
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This article has proposed detection and physical-layer security provision for printed sensory tag systems for Internet of Things (IoT) applications. The printed sensory tags can be a very cost-effective way to speed up the proliferation of the intelligent world of IoT. The printed radio-frequency identification (RFID) of a sensory tag is chipless with the fully printable feature, Nonline-of-Sight (NLoS) reading, low cost, and robustness to the environment. The detection and adoption of security features for such tags in a robust environment are still challenging. This article initially presents a robust technology for detecting tags using both the amplitude and phase information of the frequency signature. After successfully identifying tag IDs, the article presents novel physical-layer security using a deep learning model to prevent the cloning of tags. Our experiment shows that the proposed system can detect and identify the unique physical attributes of the tag and isolate the clone tag from the genuine tag. It is believed that such real-time and precise detection and security features bring this technology closer to commercialization for IoT applications.
引用
收藏
页码:15714 / 15724
页数:11
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