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A Dynamic Balanced Single-Source Domain Generalization Model for Cross-Posture Myoelectric Control

Electromyography (EMG) based Human-Computer Interaction (HCI) through wearable devices frequently encounter variability in body postures, which can modify the amplitude and frequency features of surface EMG (sEMG) signals. This variability often results in reduced gesture recognition accuracy. To en...

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Principais autores: Tanying Su, Xin Tan, Xinyu Jiang, Xiao Liu, Bo Hu, Chenyun Dai
Format: Artigo
Sprog:Inglês
Udgivet: IEEE 2025-01-01
Serier:IEEE Transactions on Neural Systems and Rehabilitation Engineering
Fag:
Surface electromyography
gesture recognition
cross-posture
domain generalization
myoelectric control
Online adgang:https://ieeexplore.ieee.org/document/10811947/
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