Generalizing Upper Limb Force Modeling With Transfer Learning: A Multimodal Approach Using EMG and IMU for New Users and Conditions

• Autors principals: Gelareh Hajian (Autor), Evan Campbell (Autor), Mahdi Ansari (Autor), Evelyn Morin (Autor), Ali Etemad (Autor), Kevin Englehart (Autor), Erik Scheme (Autor)
• Format: Llibre
• Publicat: IEEE, 2024-01-01T00:00:00Z.
• Matèries: article
• Accés en línia: Connect to this object online.

In the field of EMG-based force modeling, the ability to generalize models across individuals could play a significant role in its adoption across a range of applications, including assistive devices, robotic and rehabilitation devices. However, current studies have predominately focused on intra-su...