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基于sEMG的手部康复机器人交互控制研究 学位论文
硕士, 沈阳: 中国科学院沈阳自动化研究所, 2019
Authors:  马乐乐
Adobe PDF(4362Kb)  |  Favorite  |  View/Download:12/0  |  Submit date:2019/07/14
康复机器人  表面肌电信号  特征提取  BP神经网络  卷积神经网络  
Adaptive Hybrid Classifier for Myoelectric Pattern Recognition Against the Interferences of Outlier Motion, Muscle Fatigue, and Electrode Doffing 期刊论文
IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING, 2019, 卷号: 27, 期号: 5, 页码: 1071-1080
Authors:  Ding QC(丁其川);  Zhao XG(赵新刚);  Han JD(韩建达);  Bu CG(卜春光);  Wu CD(吴成东)
View  |  Adobe PDF(2259Kb)  |  Favorite  |  View/Download:56/9  |  Submit date:2019/06/18
Surface electromyography (sEMG)  myoelectric prosthesis  adaptive classifier  online update  
Estimation of continuous elbow joint movement based on human physiological structure 期刊论文
BIOMEDICAL ENGINEERING ONLINE, 2019, 卷号: 18, 页码: 1-15
Authors:  Li, Kexiang;  Zhang JH(张建华);  Liu X(刘璇);  Zhang ML(张明路)
View  |  Adobe PDF(939Kb)  |  Favorite  |  View/Download:20/6  |  Submit date:2019/04/13
Intention recognition  Elbow movement  Upper-limb physiological structure  Biomechanical  Surface electromyography  Genetic algorithm  
A sEMG-based Hand Function Rehabilitation System for Stroke Patients 会议论文
ICARM 2018 - 2018 3rd International Conference on Advanced Robotics and Mechatronics, Singapore, Singapore, July 18-20, 2018
Authors:  Ma LL(马乐乐);  Zhao XG(赵新刚);  Li ZY(李自由);  Zhao M(赵明);  Xu Z(徐壮)
View  |  Adobe PDF(568Kb)  |  Favorite  |  View/Download:56/10  |  Submit date:2019/02/24
sEMG  stroke  rehabilitation strategy  machine learning  
Wavelet-based detection on MUAPs decomposed from sEMG under different levels of muscle isometric contraction 会议论文
Proceedings of the 2017 IEEE International Conference on Robotics and Biomimetics, Macau, China, December 5-8, 2017
Authors:  Li ZY(李自由);  Ding QC(丁其川);  Zhao XG(赵新刚);  Han JD(韩建达);  Liu GJ(刘光军)
View  |  Adobe PDF(1210Kb)  |  Favorite  |  View/Download:47/4  |  Submit date:2018/07/30
EMG Decomposition  Motor Units Action Potential  Wavelet transform  muscle contraction evaluation  
An incremental EMG classification model to detect and recognize randomly-occurred outlier motion 会议论文
Proceedings of the 2017 IEEE International Conference on Robotics and Biomimetics, Macau, China, December 5-8, 2017
Authors:  Ding QC(丁其川);  Zhao XG(赵新刚);  Li ZY(李自由);  Han JD(韩建达)
View  |  Adobe PDF(1091Kb)  |  Favorite  |  View/Download:50/12  |  Submit date:2018/07/30
—surface Electromyography (sEMG)  incremental classifier  online update  motion recognition  
Continuous Estimation of Human Multi-joint Angles from sEMG Using a State-space Model 期刊论文
IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2017, 卷号: 25, 期号: 9, 页码: 1518-1528
Authors:  Ding QC(丁其川);  Han JD(韩建达);  Zhao XG(赵新刚)
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Surface Electromyography (Semg)  Closed-loop Estimation  Multi-joint Movement  Redundancy Segmentation  
Comparisons on different sEMG-features with Dimension-reduction methods in Hand Motion Recognition 会议论文
IEEE ICARM 2016 - 2016 INTERNATIONAL CONFERENCE ON ADVANCED ROBOTICS AND MECHATRONICS (ICARM), Macau, PEOPLES R CHINA, Augest 18-20, 2016
Authors:  Li ZY(李自由);  Zhao XG(赵新刚);  Han JD(韩建达);  Liu GJ(刘光军)
View  |  Adobe PDF(337Kb)  |  Favorite  |  View/Download:186/39  |  Submit date:2016/11/27
Semg  Feature Extraction  Dimension-reduction Method  Motion Recognition  
基于表面肌电的运动意图识别方法研究及应用综述 期刊论文
自动化学报, 2016, 卷号: 42, 期号: 1, 页码: 13-25
Authors:  丁其川;  熊安斌;  赵新刚;  韩建达
View  |  Adobe PDF(839Kb)  |  Favorite  |  View/Download:478/108  |  Submit date:2016/01/30
表面肌电信号  人机交互  运动识别  刚度估计  自然控制  
基于单通道sEMG分解的手部动作识别方法 期刊论文
机械工程学报, 2016, 卷号: 52, 期号: 7, 页码: 6-13
Authors:  熊安斌;  丁其川;  赵新刚;  韩建达;  刘光军
View  |  Adobe PDF(918Kb)  |  Favorite  |  View/Download:390/54  |  Submit date:2016/01/10
表面肌电信号  运动单元动作电位序列  分层聚类  主元分析支持向量机