An Improved Feature Extraction Method for Surface Electromyography Based on Muscle Activity Regions

In the analysis of surface electromyography signals(sEMG), the extraction of suitable features is one of the key factors affecting pattern recognition. The aim of this paper is to propose an improved sEMG feature extraction algorithm based on muscle activity regions. The fusion of muscle activity in...

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Bibliographic Details
Main Authors: Luyao Ma, Qing Tao, Qingzheng Chen, Zirui Zhao
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/10168895/