High-Density Surface EMG Decomposition by Combining Iterative Convolution Kernel Compensation With an Energy-Specific Peel-off Strategy

• Main Authors: Yun Zheng (Author), Yuliang Ma (Author), Yang Liu (Author), Michael Houston (Author), Chen Guo (Author), Qidao Lian (Author), Sheng Li (Author), Ping Zhou (Author), Yingchun Zhang (Author)
• Format: Book
• Published: IEEE, 2023-01-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

Objective- This study aims to develop a novel framework for high-density surface electromyography (HD-sEMG) signal decomposition with superior decomposition yield and accuracy, especially for low-energy MUs. Methods- An iterative convolution kernel compensation-peel off (ICKC-P) framework is propose...