A Transformer-Based Multi-Task Learning Framework for Myoelectric Pattern Recognition Supporting Muscle Force Estimation

• Main Authors: Xinhui Li (Author), Xu Zhang (Author), Liwei Zhang (Author), Xiang Chen (Author), Ping Zhou (Author)
• 格式: 图书
• 出版: IEEE, 2023-01-01T00:00:00Z.
• 主题: article
• 在线阅读: Connect to this object online.

Simultaneous implementation of myoelectric pattern recognition and muscle force estimation is highly demanded in building natural gestural interfaces but a challenging task due to the gesture classification accuracy degradation under varying muscle strengths. To address this problem, a novel method...