Publication Type
Conference Proceeding Article
Version
publishedVersion
Publication Date
10-2017
Abstract
Target imaging and material identification play an important role in many real-life applications. This paper introduces TagScan, a system that can identify the material type and image the horizontal cut of a target simultaneously with cheap commercial of-the-shelf (COTS) RFID devices. The key intuition is that different materials and target sizes cause different amounts of phase and RSS (Received Signal Strength) changes when radio frequency (RF) signal penetrates through the target. Multiple challenges need to be addressed before we can turn the idea into a functional system including (i) indoor environments exhibit rich multipath which breaks the linear relationship between the phase change and the propagation distance inside a target; (ii) without knowing either material type or target size, trying to obtain these two information simultaneously is challenging; and (iii) stitching pieces of the propagation distances inside a target for an image estimate is non-trivial. We propose solutions to all the challenges and evaluate the system's performance in three different environments. TagScan is able to achieve higher than 94% material identification accuracies for 10 liquids and differentiate even very similar objects such as Coke and Pepsi. TagScan can accurately estimate the horizontal cut images of more than one target behind a wall.
Keywords
Horizontal cut imaging, Material identification, Multipath suppression, Phase and RSS measurements, RFID
Discipline
Databases and Information Systems | Software Engineering
Research Areas
Software and Cyber-Physical Systems
Publication
MobiCom '17: Proceedings of the 23rd Annual International Conference on Mobile Computing and Networking, Snowbird, UT, October 16-20
First Page
288
Last Page
300
ISBN
9781450349161
Identifier
10.1145/3117811.3117830
Publisher
ACM
City or Country
New York
Citation
WANG, Ju; XIONG, Jie; CHEN, Xiaojiang; JIANG, Hongbo; BALAN, Rajesh Krishna; and FANG, Dingyi.
TagScan: Simultaneous target imaging and material identification with commodity RFID devices. (2017). MobiCom '17: Proceedings of the 23rd Annual International Conference on Mobile Computing and Networking, Snowbird, UT, October 16-20. 288-300.
Available at: https://ink.library.smu.edu.sg/sis_research/3876
Copyright Owner and License
Publisher
Creative Commons License
This work is licensed under a Creative Commons Attribution-NonCommercial-No Derivative Works 4.0 International License.
Additional URL
https://doi.org/10.1145/3117811.3117830