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

• Asıl Yazarlar: Haojie Shi (Yazar), Xinyu Jiang (Yazar), Chenyun Dai (Yazar), Wei Chen (Yazar)
• Materyal Türü: Kitap
• Baskı/Yayın Bilgisi: IEEE, 2024-01-01T00:00:00Z.
• Konular: article
• Online Erişim: Connect to this object online.

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...