Wearable Real-Time Gesture Recognition Scheme Based on A-Mode Ultrasound

A-mode ultrasound has the advantages of high resolution, easy calculation and low cost in predicting dexterous gestures. In order to accelerate the popularization of A-mode ultrasound gesture recognition technology, we designed a human-machine interface that can interact with the user in real-time....

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Veröffentlicht in:	IEEE transactions on neural systems and rehabilitation engineering Jg. 30; S. 1
Hauptverfasser:	Lu, Zongxing, Cai, Shaoxiong, Chen, Bingxing, Liu, Zhoujie, Guo, Lin, Yao, Ligang
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	New York IEEE 2022 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Schlagworte:	A-mode ultrasound Accuracy Algorithms Completion time Data processing Feature extraction Filtering Gaussian process Gesture recognition human-machine interface (HMI) Machine learning Man-machine interfaces Muscles Performance measurement Real time Real-time systems Support vector machines Transducers Ultrasonic imaging Ultrasound Wearable technology
ISSN:	1534-4320, 1558-0210, 1558-0210
Online-Zugang:	Volltext
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