Emerging wearable interfaces and algorithms for hand gesture recognition: A survey
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 …
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
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 …
various fields such as health, security and surveillance, entertainment, and intelligent …
Cross-domain wifi sensing with channel state information: A survey
The past years have witnessed the rapid conceptualization and development of wireless
sensing based on Channel State Information (CSI) with commodity WiFi devices. Recent …
sensing based on Channel State Information (CSI) with commodity WiFi devices. Recent …
Towards domain-independent and real-time gesture recognition using mmwave signal
Human gesture recognition using millimeter-wave (mmWave) signals provides attractive
applications including smart home and in-car interfaces. While existing works achieve …
applications including smart home and in-car interfaces. While existing works achieve …
Deep AI enabled ubiquitous wireless sensing: A survey
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 …
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
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 …
(RF) for many human sensing tasks, scaling this technology to large scenarios remained …
Hupr: A benchmark for human pose estimation using millimeter wave radar
This paper introduces a novel human pose estimation benchmark, Human Pose with
Millimeter Wave Radar (HuPR), that includes synchronized vision and radio signal …
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
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 …
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 …
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 …
increasingly important role in the research of human–computer interaction. Many CSI HAR …