Research on sEMG Pattern Recognition Algorithm and Implementation of a Gesture Recognition System

Pattern recognition of surface electromyogram (surface EMG, sEMG) signals can obtain human movement information. In recent years, this technology has been widely used in many fields. In the algorithm part, this paper proposes a model based on Convolutional Neural Network (CNN) and Recurrent Neural N...

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Veröffentlicht in:	2023 International Conference on Sensing, Measurement & Data Analytics in the era of Artificial Intelligence (ICSMD) S. 1 - 6
Hauptverfasser:	Tian, Yuepeng, Zhang, Zhimin, Li, Yuwen
Format:	Tagungsbericht
Sprache:	Englisch
Veröffentlicht:	IEEE 02.11.2023
Schlagworte:	Attention Mechanisms CNN Computational modeling Data acquisition Data preprocessing Embedded Systems Gesture recognition Pattern Recognition Real-time systems Recurrent neural networks RNN sEMG Training
Online-Zugang:	Volltext
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