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...

Full description

Bibliographic Details

Published in:	2023 International Conference on Sensing, Measurement & Data Analytics in the era of Artificial Intelligence (ICSMD) pp. 1 - 6
Main Authors:	Tian, Yuepeng, Zhang, Zhimin, Li, Yuwen
Format:	Conference Proceeding
Language:	English
Published:	IEEE 02.11.2023
Subjects:	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 Access:	Get full text
Tags:	Add Tag No Tags, Be the first to tag this record!