Iterative Self-Training Based Domain Adaptation for Cross-User sEMG Gesture Recognition

Iterative Self-Training Based Domain Adaptation for Cross-User sEMG Gesture Recognition

Surface electromyography (sEMG) based gesture recognition has received broad attention and application in rehabilitation areas for its direct and fine-grained sensing ability. sEMG signals exhibit strong user dependence properties among users with different physiology, causing the inapplicability of...

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Bibliographic Details
Main Authors: Kang Wang, Yiqiang Chen, Yingwei Zhang, Xiaodong Yang, Chunyu Hu
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Transactions on Neural Systems and Rehabilitation Engineering
Subjects:
Surface electromyography
gesture recognition
cross-user
domain adaptation
semi-supervised learning
Online Access:https://ieeexplore.ieee.org/document/10175382/

Internet

https://ieeexplore.ieee.org/document/10175382/

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