A Systematic Review of Human Activity Recognition Based On Mobile Devices: Overview, Progress and Trends

Y Yin, L Xie, Z Jiang, F Xiao, J Cao… - … Surveys & Tutorials, 2024 - ieeexplore.ieee.org
Due to the ever-growing powers in sensing, computing, communicating and storing, mobile
devices (eg, smartphone, smartwatch, smart glasses) become ubiquitous and an …

AFace: Range-flexible Anti-spoofing Face Authentication via Smartphone Acoustic Sensing

Z Xu, T Liu, R Jiang, P Hu, Z Guo, C Liu - Proceedings of the ACM on …, 2024 - dl.acm.org
User authentication on smartphones needs to balance both security and convenience. Many
image-based face authentication methods are vulnerable to spoofing and are plagued by …

RF-Sign: Position-Independent Sign Language Recognition Using Passive RFID Tags

H Zhang, L Wang, J Pei, F Lyu, M Li… - IEEE Internet of Things …, 2023 - ieeexplore.ieee.org
Nowadays, sign language is becoming increasingly important in people's daily life. Existing
solutions are often based on wireless signals (eg, acoustic, visible, and WiFi) or wearable …

WiASL: American sign language writing recognition system using commercial WiFi devices

Y Qin, S Pan, W Zhou, D Pan, Z Li - Measurement, 2023 - Elsevier
Contactless human–computer interaction has been widely used in a variety of scenarios.
WiFi-based approaches can effectively protect user privacy compared to vision-based and …

[HTML][HTML] Static Hand Gesture Recognition Based on Millimeter-Wave Near-Field FMCW-SAR Imaging

Z Hao, R Wang, J Peng, X Dang - Electronics, 2023 - mdpi.com
To address the limitations of wireless sensing in static gesture recognition and the issues of
Computer Vision's dependence on lighting conditions, we propose a method that utilizes …

[HTML][HTML] Ubiquitous WiFi and Acoustic Sensing: Principles, Technologies, and Applications

JL Huang, YS Wang, YP Zou, KS Wu, LM Ni - Journal of Computer …, 2023 - Springer
With the increasing pervasiveness of mobile devices such as smartphones, smart TVs, and
wearables, smart sensing, transforming the physical world into digital information based on …

[HTML][HTML] UltrasonicGS: A highly robust gesture and sign language recognition method based on ultrasonic signals

Y Wang, Z Hao, X Dang, Z Zhang, M Li - Sensors, 2023 - mdpi.com
With the global spread of the novel coronavirus, avoiding human-to-human contact has
become an effective way to cut off the spread of the virus. Therefore, contactless gesture …

Enabling WiFi Sensing on New-generation WiFi Cards

E Yi, F Zhang, J Xiong, K Niu, Z Yao… - Proceedings of the ACM …, 2024 - dl.acm.org
The last few years have witnessed the rapid development of WiFi sensing with a large
spectrum of applications enabled. However, existing works mainly leverage the obsolete …

RF-CGR: Enable Chínese Character Gesture Recognition with RFID

Z Yang, Z Zhen, Z Li, X Liu, B Yuan… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Gesture recognition is the basis of human–computer interaction (HCI), and radio frequency
identification (RFID) has attracted wide attention for its advantages of lightweight, low cost …

[HTML][HTML] Millimeter wave gesture recognition using multi-feature fusion models in complex scenes

Z Hao, Z Sun, F Li, R Wang, J Peng - Scientific Reports, 2024 - nature.com
As a form of body language, the gesture plays an important role in smart homes, game
interactions, and sign language communication, etc. The gesture recognition methods have …