Demo: Material Identification with Commodity RFID Devices

被引:1
|
作者
Li, Xinyi [1 ]
Ding, Nana [1 ]
Feng, Chao [1 ]
Wang, Ju [1 ]
Xiong, Jie [2 ]
Ren, Yuhui [1 ]
Chen, Xiaojiang [1 ]
Fang, Dingyi [1 ]
机构
[1] Northwest Univ, Kirkland, WA 98033 USA
[2] Singapore Management Univ, Singapore, Singapore
基金
新加坡国家研究基金会; 中国国家自然科学基金;
关键词
D O I
10.1145/3131473.3133328
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
Target material identification plays an important role in many real-life applications. This paper introduces a system that can identify the material type with cheap commercial off-the-shelf (COTS) RFID devices. The key intuition is that different materials cause different amounts of phase and RSS (Received Signal Strength) changes when radio frequency (RF) signal penetrates through the target. However, without knowing either material type, trying to obtain the information is challenging. We propose a method to address this challenge and evaluate the method's performance in real-world environment. The results show that we achieve higher than 94% material identification accuracies for 10 liquids and differentiate even very similar objects such as Coke and Pepsi.
引用
收藏
页码:91 / 92
页数:2
相关论文
共 50 条
  • [41] Demo Abstract: Low Capacity Devices with Semantic Interfaces
    Ylisaukko-oja, Arto
    Kiljander, Jussi
    Viljamaa, Esa
    Takalo-Mattila, Janne
    Hyttinen, Pasi
    Soininen, Juha-Pekka
    [J]. 2013 ACM/IEEE INTERNATIONAL CONFERENCE ON INFORMATION PROCESSING IN SENSOR NETWORKS (IPSN), 2013, : 315 - 316
  • [43] Channel-based Rate Selection for Commodity RFID Networks
    Guo, Jiajia
    Gu, Caidong
    Chen, Si
    Du, Hongwei
    Wang, Xiaoxiao
    Yu, Jihong
    Gong, Wei
    [J]. 2018 28TH INTERNATIONAL TELECOMMUNICATION NETWORKS AND APPLICATIONS CONFERENCE (ITNAC), 2018, : 142 - 147
  • [44] A commodity workflow mining approach based on RFID data sets
    School of Electronics Engineering and Computer Science, Peking University, Beijing 100871, China
    不详
    不详
    不详
    [J]. Tien Tzu Hsueh Pao, 2008, SUPPL. (86-93):
  • [45] Destructive and Constructive Full Duplex Relaying for Commodity RFID System
    Sun, Wei
    [J]. IEEE JOURNAL OF RADIO FREQUENCY IDENTIFICATION, 2021, 5 (04): : 417 - 426
  • [46] Time-efficient Range Detection in Commodity RFID Systems
    Liu, Jia
    Chen, Xingyu
    Liu, Haisong
    Gong, Hualin
    Wang, Yanyan
    Chen, Lijun
    [J]. 2020 IEEE 28TH INTERNATIONAL CONFERENCE ON NETWORK PROTOCOLS (IEEE ICNP 2020), 2020,
  • [47] Encoding-based Range Detection in Commodity RFID Systems
    Yu, Xi
    Liu, Jia
    Zhang, Shigeng
    Chen, Xingyu
    Zhang, Xu
    Chen, Lijun
    [J]. IEEE CONFERENCE ON COMPUTER COMMUNICATIONS (IEEE INFOCOM 2022), 2022, : 680 - 689
  • [48] Time-Efficient Range Detection in Commodity RFID Systems
    Liu, Jia
    Yu, Xi
    Liu, Xuan
    Chen, Xingyu
    Liu, Haisong
    Wang, Yanyan
    Chen, Lijun
    [J]. IEEE-ACM TRANSACTIONS ON NETWORKING, 2022, 30 (03) : 1118 - 1131
  • [49] Room-Coverage Improvements in UHF RFID with Commodity Hardware
    Dimitriou, Antonis G.
    Bletsas, Aggelos
    Sahalos, John N.
    [J]. IEEE ANTENNAS AND PROPAGATION MAGAZINE, 2011, 53 (01) : 175 - 194
  • [50] Design of an UHF RFID Tag Dipole Antenna for RFID devices
    El Yassini, Abdessalam
    Ibnyaich, Saida
    Jallal, Mohammed Ali
    Chabaa, Samira
    Zeroual, Abdelouhab
    [J]. 2019 INTERNATIONAL CONFERENCE ON WIRELESS TECHNOLOGIES, EMBEDDED AND INTELLIGENT SYSTEMS (WITS), 2019,