Latern: Dynamic continuous hand gesture recognition using FMCW radar sensor

Z Zhang, Z Tian, M Zhou - IEEE Sensors Journal, 2018 - ieeexplore.ieee.org
Recently, hand gesture recognition systems have become increasingly interesting to
researchers in the field of human–computer interfaces. Real-world systems for human …

Hand gesture recognition using micro-Doppler signatures with convolutional neural network

Y Kim, B Toomajian - IEEE Access, 2016 - ieeexplore.ieee.org
In this paper, we investigate the feasibility of recognizing human hand gestures using micro-
Doppler signatures measured by Doppler radar with a deep convolutional neural network …

A 28-nm-CMOS based 145-GHz FMCW radar: System, circuits, and characterization

A Visweswaran, K Vaesen, M Glassee… - IEEE Journal of Solid …, 2021 - ieeexplore.ieee.org
This article presents frequency-modulated-continuous-wave (FMCW) radars developed for
the detection of vital signs and gestures using two generations of 145-GHz transceivers …

FPGA implementation of an efficient FFT processor for FMCW radar signal processing

J Heo, Y Jung, S Lee, Y Jung - Sensors, 2021 - mdpi.com
This paper presents the design and implementation results of an efficient fast Fourier
transform (FFT) processor for frequency-modulated continuous wave (FMCW) radar signal …

Application of Doppler radar for the recognition of hand gestures using optimized deep convolutional neural networks

Y Kim, B Toomajian - 2017 11th European conference on …, 2017 - ieeexplore.ieee.org
In this paper, we investigate the optimal structure of deep convolutional neural networks for
classifying human hand gestures using Doppler radar. When hand motions are captured by …

Doppler-radar based hand gesture recognition system using convolutional neural networks

J Zhang, J Tao, Z Shi - … , Signal Processing, and Systems: Proceedings of …, 2019 - Springer
Hand gesture recognition has long been a study topic in the field of Human Computer
Interaction. Traditional camera-based hand gesture recognition systems can not work …

Human pose inference using an elevated mmWave FMCW radar

S Scholes, A Ruget, F Zhu, J Leach - IEEE Access, 2024 - ieeexplore.ieee.org
Human monitoring using radar systems operating in the GHz regime has generated
significant interest as a result of the increasing availability of commercial radar systems …

Pulsed millimeter wave radar for hand gesture sensing and classification

LO Fhager, S Heunisch, H Dahlberg… - IEEE Sensors …, 2019 - ieeexplore.ieee.org
A pulsed millimeter wave radar operating at a frame rate of 144 Hz is utilized to record 2160
scattering signatures of 12 generic hand gestures. Gesture recognition is achieved by …

Spectrum-based hand gesture recognition using millimeter-wave radar parameter measurements

C Liu, Y Li, D Ao, H Tian - IEEE Access, 2019 - ieeexplore.ieee.org
Radar sensors offer several advantages over optical sensors in the gesture recognition for
remote control of electronic devices. In this paper, we investigate the feasibility of human …

SUPER: Seated Upper Body Pose Estimation using mmWave Radars

B Zhang, Z Zhou, B Jiang… - 2024 IEEE/ACM Ninth …, 2024 - ieeexplore.ieee.org
In industrial countries, adults spend a considerable amount of time sedentary each day at
work, driving and during activities of daily living. Characterizing the seated upper body …