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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Bibliographic Details
Main Authors: Tanying Su, Xin Tan, Xinyu Jiang, Xiao Liu, Bo Hu, Chenyun Dai
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Transactions on Neural Systems and Rehabilitation Engineering
Subjects:
Online Access:https://ieeexplore.ieee.org/document/10811947/
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