Unsupervised Domain Adversarial Self-Calibration for Electromyography-Based Gesture Recognition

Unsupervised Domain Adversarial Self-Calibration for Electromyography-Based Gesture Recognition

Surface electromyography (sEMG) provides an intuitive and non-invasive interface from which to control machines. However, preserving the myoelectric control system's performance over multiple days is challenging, due to the transient nature of the signals obtained with this recording technique....

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Bibliographic Details
Main Authors: Ulysse Cote-Allard, Gabriel Gagnon-Turcotte, Angkoon Phinyomark, Kyrre Glette, Erik J. Scheme, Francois Laviolette, Benoit Gosselin
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
EMG
myoelectric control
domain adaptation
self-calibration
domain adversarial
gesture recognition
Online Access:https://ieeexplore.ieee.org/document/9207910/

Internet

https://ieeexplore.ieee.org/document/9207910/

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