Deep Reinforcement Learning for EMG-based Control of Assistance Level in Upper-limb Exoskeletons

Author:

Oghogho Martin1,Sharifi Mojtaba1,Vukadin Mia1,Chin Connor1,Mushahwar Vivian K.2,Tavakoli Mahdi1

Affiliation:

1. University of Alberta,Department of Electrical and Computer Engineering,Edmonton,Alberta,Canada,T6G 1H9

2. University of Alberta,Division of Physical Medicine and Rehabilitation,Department of Medicine,Edmonton,Alberta,Canada,T6G 2E1

Funder

Canadian Institutes of Health Research

Canada Foundation for Innovation

Publisher

IEEE

Reference35 articles.

Cited by 8 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. Mechatronics and Control System Design of a Hand Exoskeleton with a Sensorized Soft Glove;2024 IEEE International Conference on Advanced Intelligent Mechatronics (AIM);2024-07-15

2. Autonomous Motion Planning for a Motorized Walker Using Potential Field and Admittance Control;2024 IEEE International Conference on Advanced Intelligent Mechatronics (AIM);2024-07-15

3. A Hybrid CNN-LSTM Network with Attention Mechanism for Myoelectric Control in Upper Limb Exoskeletons;2024 21st International Conference on Ubiquitous Robots (UR);2024-06-24

4. A Chain-Based Cable-Driven Upper-Limb Exoskeleton: Design, Mechanical Analysis and Development;2024 International Symposium on Medical Robotics (ISMR);2024-06-03

5. Implementation and Comparison of Wearable Exoskeleton Arm Design with Fuzzy Logic and Machine Learning Control;Journal of Sensors;2024-04-03

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