Across Sessions and Subjects Domain Adaptation for Building Robust Myoelectric Interface

Across Sessions and Subjects Domain Adaptation for Building Robust Myoelectric Interface

Gesture interaction via surface electromyography (sEMG) signal is a promising approach for advanced human-computer interaction systems. However, improving the performance of the myoelectric interface is challenging due to the domain shift caused by the signal’s inherent variability. To en...

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Bibliographic Details
Main Authors: Wei Li, Xinran Zhang, Ping Shi, Sujiao Li, Ping Li, Hongliu Yu
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Transactions on Neural Systems and Rehabilitation Engineering
Subjects:
Myoelectric interface
surface electromyography
domain adaptation
robustness
domain adversarial training
Online Access:https://ieeexplore.ieee.org/document/10374389/

Internet

https://ieeexplore.ieee.org/document/10374389/

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