Domain Adaptation With Self-Guided Adaptive Sampling Strategy: Feature Alignment for Cross-User Myoelectric Pattern Recognition

Gestural interfaces based on surface electromyographic (sEMG) signal have been widely explored. Nevertheless, due to the individual differences in the sEMG signals, it is very challenging for a myoelectric pattern recognition control system to adapt cross-user variability. Unsupervised domain adapta...

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Bibliografske podrobnosti

Principais autores:	Xuan Zhang, Xu Zhang, Le Wu, Chang Li, Xiang Chen, Xun Chen
Format:	Artigo
Jezik:	Inglês
Izdano:	IEEE 2022-01-01
Serija:	IEEE Transactions on Neural Systems and Rehabilitation Engineering
Teme:	Electromyography (EMG) domain adaptation cross-user variability myoelectric control gestural interfaces
Online dostop:	https://ieeexplore.ieee.org/document/9771460/
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