[HTML][HTML] Hand gestures recognition using radar sensors for human-computer-interaction: A review

S Ahmed, KD Kallu, S Ahmed, SH Cho - Remote Sensing, 2021 - mdpi.com
Human–Computer Interfaces (HCI) deals with the study of interface between humans and
computers. The use of radar and other RF sensors to develop HCI based on Hand Gesture …

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 …

[HTML][HTML] Hand gesture classification using a novel CNN-crow search algorithm

TR Gadekallu, M Alazab, R Kaluri… - Complex & Intelligent …, 2021 - Springer
Human–computer interaction (HCI) and related technologies focus on the implementation of
interactive computational systems. The studies in HCI emphasize on system use, creation of …

Radar-based air-writing gesture recognition using a novel multistream CNN approach

S Ahmed, W Kim, J Park, SH Cho - IEEE Internet of Things …, 2022 - ieeexplore.ieee.org
Hand gestures, being a convenient and natural way of communication, is getting huge
attention for human–computer interface designs. Among these gestures, detecting mid-air …

[HTML][HTML] Hand gesture recognition using an IR-UWB radar with an inception module-based classifier

S Ahmed, SH Cho - Sensors, 2020 - mdpi.com
The emerging integration of technology in daily lives has increased the need for more
convenient methods for human–computer interaction (HCI). Given that the existing HCI …

Device free human gesture recognition using Wi-Fi CSI: A survey

HFT Ahmed, H Ahmad, CV Aravind - Engineering Applications of Artificial …, 2020 - Elsevier
Device-free sensing of human gestures has gained tremendous research attention with the
recent advancements in wireless technologies. Channel State Information (CSI), a metric of …

[HTML][HTML] An overview of signal processing techniques for remote health monitoring using impulse radio UWB transceiver

F Khan, A Ghaffar, N Khan, SH Cho - Sensors, 2020 - mdpi.com
Non-invasive remote health monitoring plays a vital role in epidemiological situations such
as SARS outbreak (2003), MERS (2015) and the recently ongoing outbreak of COVID-19 …

[HTML][HTML] UWB-gestures, a public dataset of dynamic hand gestures acquired using impulse radar sensors

S Ahmed, D Wang, J Park, SH Cho - Scientific Data, 2021 - nature.com
In the past few decades, deep learning algorithms have become more prevalent for signal
detection and classification. To design machine learning algorithms, however, an adequate …

RadarSense: Accurate recognition of mid-air hand gestures with radar sensing and few training examples

A Sluÿters, S Lambot, J Vanderdonckt… - ACM Transactions on …, 2023 - dl.acm.org
Microwave radars bring many benefits to mid-air gesture sensing due to their large field of
view and independence from environmental conditions, such as ambient light and …

Deep learning approaches for air-writing using single UWB radar

N Hendy, HM Fayek, A Al-Hourani - IEEE Sensors Journal, 2022 - ieeexplore.ieee.org
Air-writing is an emerging and promising method for contactless human-machine interaction.
This paper proposes a novel air-writing framework based on a single ultra wide-band radar …