Assessment of synergy-assisted EMG-driven NMSK model for upper limb muscle activation prediction in cross-country sit-skiing double poling
This finding validates the effectiveness of the proposed method in predicting upper limb muscle activation during coupled shoulder and elbow joint movements.
Authors
- Yanxin Zhang (ORCID: https://orcid.org/0000-0002-7638-1669)
- Bo Huo (ORCID: https://orcid.org/0000-0003-3194-3725)
- Xianzhi Gao
- Xue Chen (ORCID: https://orcid.org/0009-0001-5491-1235)
- Zhaoxu Yuan
- Chenglin Liu
Institutions
- Beijing Institute of Technology (CN)
- University of Auckland (NZ)
- Beijing Municipal Education Commission (CN)
- Capital University of Physical Education and Sports (CN)
Publication Details
- Journal
- Frontiers in Bioengineering and Biotechnology
- Published
- 2025-08-18
- DOI
- https://doi.org/10.3389/fbioe.2025.1585127
- Primary Topic
- Muscle activation and electromyography studies
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- National Natural Science Foundation of China