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

• मुख्य लेखकों: Xinhui Li (लेखक), Xu Zhang (लेखक), Liwei Zhang (लेखक), Xiang Chen (लेखक), Ping Zhou (लेखक)
• स्वरूप: पुस्तक
• प्रकाशित: IEEE, 2023-01-01T00:00:00Z.
• विषय: article
• ऑनलाइन पहुंच: 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...