RF-Siamese: Approaching accurate RFID gesture recognition with one sample

Z Ma, S Zhang, J Liu, X Liu, W Wang… - IEEE Transactions …, 2022 - ieeexplore.ieee.org
Performing accurate sensing in diverse environments is a challenging issue in wireless
sensing technologies. Existing solutions usually require collecting a large number of …

RF-CSign: A Chinese Sign Language Recognition System Based on Large Kernel Convolution and Normalization-Based Attention

H Xu, Y Zhang, Z Yang, H Yan, X Wang - IEEE Access, 2023 - ieeexplore.ieee.org
Hearing impaired people use sign language for communication, which relies on the
movement gestures of body parts and plays a vital role in human-computer interaction. Most …

Passive RFID-Based Control Interface Integrated Into Clothing and Furniture

A Shaikh, A Vianto, S Jabari, O Buruk… - IEEE Journal of …, 2023 - ieeexplore.ieee.org
This paper presents an early prototype of a passive ultra-high frequency (UHF)
radiofrequency identification (RFID)-based control interface. By using two types of gestures …

MRPSO-Loc: Multi-targets UHF RFID localization system based on MRPSO algorithm

L Xie, X Chen, C Xia, Y Li, Z Zhu, M Zhou - Ad Hoc Networks, 2024 - Elsevier
Existing RFID localization techniques mainly focus on the location of a single target, which
do not fully utilize the multi-targets identification merit of UHF RFID systems. In this paper, a …

Fall-Attention: An Attention-Based Fall Detection Method for Adjoint Activities

Y Xiao, J Zhu, S Zhang, X Liu… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
WiFi-based wireless sensing has gained popularity for enabling smart indoor services, one
of which is fall detection which plays a vital role in mitigating health risks for elders. Previous …

ARFG: Attach-Free RFID Finger-Tracking with Few Samples Based on GAN

S Li, L Yang, S Chen, J Ding, W Dong, B Yu… - … on Intelligent Computing, 2023 - Springer
Traditional finger-tracking methods using sensors, cameras, and other devices are limited by
high costs, environmental sensitivity, and inadequate user privacy protection. To address …

RFID Based Item-Level Leaking Sensing in Densely Deployed Environments

Y Zhao, X Li, L Zhang - 2023 4th International Conference on …, 2023 - ieeexplore.ieee.org
Due to the environmentally sensitive character, passive Ultra High Frequency Radio
Frequency IDentification (UHF RFID) has shown tremendous potential for wireless sensing …

TransRF: Towards a Generalized and Cross-Domain RFID Sensing System Using Few-Shot Learning

Y Liu, W Huang, S Wang - 2023 26th International Conference …, 2023 - ieeexplore.ieee.org
RFID-based human activity recognition has attracted extensive attention due to its low cost,
non-invasiveness, and privacy protection. However, existing methods may limit cross …