Emerging wearable interfaces and algorithms for hand gesture recognition: A survey

S Jiang, P Kang, X Song, BPL Lo… - IEEE Reviews in …, 2021 - ieeexplore.ieee.org
Hands are vital in a wide range of fundamental daily activities, and neurological diseases
that impede hand function can significantly affect quality of life. Wearable hand gesture …

A review and categorization of techniques on device-free human activity recognition

Z Hussain, QZ Sheng, WE Zhang - Journal of Network and Computer …, 2020 - Elsevier
Human activity recognition has gained importance in recent years due to its applications in
various fields such as health, security and surveillance, entertainment, and intelligent …

Cross-domain wifi sensing with channel state information: A survey

C Chen, G Zhou, Y Lin - ACM Computing Surveys, 2023 - dl.acm.org
The past years have witnessed the rapid conceptualization and development of wireless
sensing based on Channel State Information (CSI) with commodity WiFi devices. Recent …

Towards domain-independent and real-time gesture recognition using mmwave signal

Y Li, D Zhang, J Chen, J Wan, D Zhang… - IEEE Transactions …, 2022 - ieeexplore.ieee.org
Human gesture recognition using millimeter-wave (mmWave) signals provides attractive
applications including smart home and in-car interfaces. While existing works achieve …

Deep AI enabled ubiquitous wireless sensing: A survey

C Li, Z Cao, Y Liu - ACM Computing Surveys (CSUR), 2021 - dl.acm.org
With the development of the Internet of Things (IoT), many kinds of wireless signals (eg, Wi-
Fi, LoRa, RFID) are filling our living and working spaces nowadays. Beyond communication …

Deep learning for radio-based human sensing: Recent advances and future directions

I Nirmal, A Khamis, M Hassan, W Hu… - … Surveys & Tutorials, 2021 - ieeexplore.ieee.org
While decade-long research has clearly demonstrated the vast potential of radio frequency
(RF) for many human sensing tasks, scaling this technology to large scenarios remained …

Hupr: A benchmark for human pose estimation using millimeter wave radar

SP Lee, NP Kini, WH Peng, CW Ma… - Proceedings of the …, 2023 - openaccess.thecvf.com
This paper introduces a novel human pose estimation benchmark, Human Pose with
Millimeter Wave Radar (HuPR), that includes synchronized vision and radio signal …

HandGest: Hierarchical sensing for robust-in-the-air handwriting recognition with commodity WiFi devices

J Zhang, Y Li, H **ong, D Dou, C Miao… - IEEE Internet of Things …, 2022 - ieeexplore.ieee.org
Recent advances in wireless sensing techniques have made it possible to recognize hand
gestures using channel state information (CSI) in commodity WiFi devices. Existing WiFi …

WiFi-based cross-domain gesture recognition via modified prototypical networks

X Zhang, C Tang, K Yin, Q Ni - IEEE Internet of Things Journal, 2021 - ieeexplore.ieee.org
Numerous deep learning studies have achieved remarkable advances in WiFi-based
human gesture recognition (HGR) using channel state information (CSI). However, since the …

CSI-based human activity recognition with graph few-shot learning

Y Zhang, Y Chen, Y Wang, Q Liu… - IEEE Internet of Things …, 2021 - ieeexplore.ieee.org
Human activity recognition (HAR) based on channel state information (CSI) plays an
increasingly important role in the research of human–computer interaction. Many CSI HAR …