Simple and Efficient Gesture Recognition Based on Frequency Modulated Continuous Wave Radar

L Qiao, Z Wang, Y Shu, B Xiao, X Luan… - IEEE Transactions …, 2024 - ieeexplore.ieee.org
With the development of technology, using radar for gesture recognition is feasible and
valuable. However, ensuring that gesture recognition can be applied to a wide range of …

[HTML][HTML] A Survey of Gesture Recognition Using Frequency Modulated Continuous Wave Radar

X Qiu, J Liu, L Song, H Teng, J Zhang… - Journal of Computer and …, 2024 - scirp.org
With technology advances and human requirements increasing, human-computer
interaction plays an important role in our daily lives. Among these interactions, gesture …

Multi-feature encoder for radar-based gesture recognition

Y Sun, T Fei, X Li, A Warnecke… - 2020 IEEE …, 2020 - ieeexplore.ieee.org
In this paper, a multi-feature encoder for gesture recognition based on a 60 GHz frequency-
modulated continuous wave (FMCW) radar system is proposed to extract the gesture …

Automatic radar-based gesture detection and classification via a region-based deep convolutional neural network

Y Sun, T Fei, S Gao, N Pohl - ICASSP 2019-2019 IEEE …, 2019 - ieeexplore.ieee.org
In this paper, a region-based deep convolutional neural network (R-DCNN) is proposed to
detect and classify gestures measured by a frequency-modulated continuous wave radar …

Spiking neural networks for gesture recognition using time domain radar data

A Shaaban, W Furtner, R Weigel… - 2022 19th European …, 2022 - ieeexplore.ieee.org
Gesture recognition using luminance invariant radar sensors is vital due to its extensive use
in human-machine interfaces. However, the necessity for computationally expensive radar …

Dynamic Gesture Recognition Based on FMCW Millimeter Wave Radar: Review of Methodologies and Results

G Tang, T Wu, C Li - Sensors, 2023 - mdpi.com
As a convenient and natural way of human-computer interaction, gesture recognition
technology has broad research and application prospects in many fields, such as intelligent …

Real-time radar-based gesture detection and recognition built in an edge-computing platform

Y Sun, T Fei, X Li, A Warnecke, E Warsitz… - IEEE Sensors …, 2020 - ieeexplore.ieee.org
In this paper, a real-time signal processing framework based on a 60 GHz frequency-
modulated continuous wave (FMCW) radar system to recognize gestures is proposed. In …

[PDF][PDF] Gesture recognition using LFMCW radar and convolutional neural network

P CHEN, Y BAI, J Wang - networks, 2019 - scholar.archive.org
With the continuous enrichment of human-computer interaction, gesture recognition
technology plays an increasingly important role in various fields, especially in the non …

Exploring hand gesture recognition using micro-Doppler radar data based on vision transformers

C Qu, Y Zhang, L Jin, C Fan, S Liu… - Journal of Physics …, 2023 - iopscience.iop.org
Nowadays, radar technology is undergoing rapid development. Contrary to the old
stereotype of radar systems being large, complex and mainly used for detecting targets at a …

Review of research on gesture recognition based on radar technology

Y Dong, W Qu - Artificial Intelligence for Communications and Networks …, 2021 - Springer
In order to know the development context of radar gesture recognition and predict the
possible future development trends, the research and development of gesture recognition …