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 …

A comparative review on multi-modal sensors fusion based on deep learning

Q Tang, J Liang, F Zhu - Signal Processing, 2023 - Elsevier
The wide deployment of multi-modal sensors in various areas generates vast amounts of
data with characteristics of high volume, wide variety, and high integrity. However, traditional …

Real-time arm gesture recognition in smart home scenarios via millimeter wave sensing

H Liu, Y Wang, A Zhou, H He, W Wang… - Proceedings of the …, 2020 - dl.acm.org
" In air" gesture recognition using millimeter wave (mmWave) radar and its applications in
natural human-computer-interaction for smart home has shown its potential. However, the …

Noncontact human–machine interface using complementary information fusion based on mems and triboelectric sensors

X Le, Q Shi, Z Sun, J Xie, C Lee - Advanced Science, 2022 - Wiley Online Library
Current noncontact human–machine interfaces (HMIs) either suffer from high power
consumption, complex signal processing circuits, and algorithms, or cannot support …

M-Gesture: Person-Independent Real-Time In-Air Gesture Recognition Using Commodity Millimeter Wave Radar

H Liu, A Zhou, Z Dong, Y Sun, J Zhang… - IEEE Internet of …, 2021 - ieeexplore.ieee.org
Millimeter wave (mmWave) sensing promises to enable contactless and high-precision “in-
air” gesture-based human–computer interaction (HCI). While previous works have …

Human target detection, tracking, and classification using 24-GHz FMCW radar

C Will, P Vaishnav, A Chakraborty… - IEEE Sensors …, 2019 - ieeexplore.ieee.org
This paper presents a millimeter-wave radar in the 24-GHz ISM band for detection, tracking,
and classification of human targets. Linear frequency modulation of the transmit signal and …

Flexible gesture input with radars: systematic literature review and taxonomy of radar sensing integration in ambient intelligence environments

AI Şiean, C Pamparău, A Sluÿters, RD Vatavu… - Journal of Ambient …, 2023 - Springer
We examine radar-based gesture input for interactive computer systems, a technology that
has recently grown in terms of commercial availability, affordability, and popularity among …

A novel detection and recognition method for continuous hand gesture using FMCW radar

Y Wang, A Ren, M Zhou, W Wang, X Yang - IEEE Access, 2020 - ieeexplore.ieee.org
In this article, a novel method for continuous hand gesture detection and recognition is
proposed based on a frequency modulated continuous wave (FMCW) radar. Firstly, we …

[PDF][PDF] 基于多通道调频连续波毫米波雷达的微动手势识别

夏朝阳, 周成龙, 介钧誉, 周涛, 汪相锋, 徐丰 - 电子与信息学报, 2020 - jeit.ac.cn
该文提出一种基于多通道调频连续波(FMCW) 毫米波雷达的微动手势识别方法,
并给出一种微动手势特征提取的最优雷达参数设计准则. 通过对手部反射的雷达回波进行时频 …

Multidimensional feature representation and learning for robust hand-gesture recognition on commercial millimeter-wave radar

Z Xia, Y Luomei, C Zhou, F Xu - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
This article presents a robust hand-gesture recognition method via multidimensional feature
representation and learning specifically designed for commercial frequency-modulated …