An Explainable Artificial Intelligence Approach for Force Estimation from Surface-EMG sing the Element Description Method
Author:
Affiliation:
1. Keio University,Department of System Design Engineering,Yokohama,Japan
2. Abstech Co., Ltd.,Saitama,Japan
3. La Trobe University,Research Centre for Data Analytics and Cognition,Melboulne,Australia
Publisher
IEEE
Link
http://xplorestaging.ieee.org/ielx7/10227852/10227910/10228049.pdf?arnumber=10228049
Reference33 articles.
1. Finger Angle Estimation From Array EMG System Using Linear Regression Model With Independent Component Analysis
2. A new, human-centered wheelchair system controlled by the EMG signal
3. Estimation of EMG-Based Force Using a Neural-Network-Based Approach
4. A Myokinetic Arm Model for Estimating Joint Torque and Stiffness From EMG Signals During Maintained Posture
5. Performance Improvement of Element Description Method Using Artificial Bee Colony Algorithm
Cited by 1 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献
1. Identification of Contact and Non-Contact Finger Motion using Surface Electromyography(sEMG): An Explainable AI Approach;2024 16th International Conference on Human System Interaction (HSI);2024-07-08
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