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

• Main Authors: Gelareh Hajian (Author), Evan Campbell (Author), Mahdi Ansari (Author), Evelyn Morin (Author), Ali Etemad (Author), Kevin Englehart (Author), Erik Scheme (Author)
• Format: Book
• Published: IEEE, 2024-01-01T00:00:00Z.
• Subjects: article
• Online Access: 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...