EMG-based Multi-User Hand Gesture Classification via Unsupervised Transfer Learning Using Unknown Calibration Gestures

The poor generalization performance and heavy training burden of the gesture classification model contribute as two main barriers that hinder the commercialization of sEMG-based human-machine interaction (HMI) systems. To overcome these challenges, eight unsupervised transfer learning (TL) algorithm...

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Main Authors: Haojie Shi (Author), Xinyu Jiang (Author), Chenyun Dai (Author), Wei Chen (Author)
Format: Book
Published: IEEE, 2024-01-01T00:00:00Z.
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