From Forearm to Wrist: Deep Learning for Surface Electromyography-Based Gesture Recognition

• Main Authors: Jiayuan He (Author), Xinyue Niu (Author), Penghui Zhao (Author), Chuang Lin (Author), Ning Jiang (Author)
• Format: Book
• Published: IEEE, 2024-01-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

Though the forearm is the focus of the prostheses, myoelectric control with the electrodes on the wrist is more comfortable for general consumers because of its unobtrusiveness and incorporation with the existing wrist-based wearables. Recently, deep learning methods have gained attention for myoele...