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Micro hand gesture recognition system using ultrasonic active sensing method

Abstract: 

We define micro hand gesture recognition system as which uses micro dynamic hand gestures within a time interval for classification and recognition to achieve human-machine interaction. Our Project Hug (Hand-Ultrasonic-Gesture), with ultrasonic active sensing, pulsed radar signal processing, and time-sequence pattern recognition is presented in this paper for micro hand gesture recognition. We leverage one single channel to detect both range and velocity precisely, reducing the hardware complexity. And to make use of sequencial range-Doppler information, high dimensional features are symbolized, which significantly reduceds the computation complexity and power consumption. A real-time prototype was released and an average recognition accuracy of 90.5% for seven gestures was achieved .

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Paper Details

Authors:
Quan Wang, Yimin Liu
Submitted On:
31 July 2016 - 1:24pm
Short Link:
Type:
Research Manuscript
Event:
Presenter's Name:
Yu Sang
Paper Code:
hug001
Document Year:
2016
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Micro_hand_gesture_recognition_spm_submit.pdf

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[1] Quan Wang, Yimin Liu, "Micro hand gesture recognition system using ultrasonic active sensing method", IEEE SigPort, 2016. [Online]. Available: http://sigport.org/1139. Accessed: Nov. 23, 2017.
@article{1139-16,
url = {http://sigport.org/1139},
author = {Quan Wang; Yimin Liu },
publisher = {IEEE SigPort},
title = {Micro hand gesture recognition system using ultrasonic active sensing method},
year = {2016} }
TY - EJOUR
T1 - Micro hand gesture recognition system using ultrasonic active sensing method
AU - Quan Wang; Yimin Liu
PY - 2016
PB - IEEE SigPort
UR - http://sigport.org/1139
ER -
Quan Wang, Yimin Liu. (2016). Micro hand gesture recognition system using ultrasonic active sensing method. IEEE SigPort. http://sigport.org/1139
Quan Wang, Yimin Liu, 2016. Micro hand gesture recognition system using ultrasonic active sensing method. Available at: http://sigport.org/1139.
Quan Wang, Yimin Liu. (2016). "Micro hand gesture recognition system using ultrasonic active sensing method." Web.
1. Quan Wang, Yimin Liu. Micro hand gesture recognition system using ultrasonic active sensing method [Internet]. IEEE SigPort; 2016. Available from : http://sigport.org/1139