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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:66/9  |  Submit date:2019/06/18
Surface electromyography (sEMG)  myoelectric prosthesis  adaptive classifier  online update  
An inter-subject model to reduce the calibration time for motion imagination-based brain-computer interface 期刊论文
Medical and Biological Engineering and Computing, 2019, 卷号: 57, 期号: 4, 页码: 939-952
Authors:  Zou YJ(邹宜君);  Zhao XG(赵新刚);  Chu YQ(褚亚奇);  Zhao YW(赵忆文);  Xu WL(徐卫良);  Han JD(韩建达)
View  |  Adobe PDF(1377Kb)  |  Favorite  |  View/Download:138/28  |  Submit date:2018/12/16
Brain-computer interface (BCI)  Electroencephalogram (EEG)  Machine learning  Movement imagination  Common spatial pattern  Inter-subject model  
Online control programming algorithm for human-robot interaction system with a novel real-time human gesture recognition method 期刊论文
INTERNATIONAL JOURNAL OF ADVANCED ROBOTIC SYSTEMS, 2019, 卷号: 16, 期号: 4, 页码: 1-18
Authors:  Chen B(陈博);  Hua CS(华春生);  Dai B(代波);  He YQ(何玉庆);  Han JD(韩建达)
View  |  Adobe PDF(10718Kb)  |  Favorite  |  View/Download:86/6  |  Submit date:2019/08/04
Human-robot interaction  multifeature cascade classifier algorithm  online pretraining  flight robot platform  gesture recognition system  
基于Myo旋转偏移估计与自适应校正的手势识别方法 期刊论文
自动化学报, 2019, 页码: 1-11
Authors:  李自由;  王丰焱;  赵新刚;  丁其川;  张道辉;  韩建达
View  |  Adobe PDF(1685Kb)  |  Favorite  |  View/Download:88/16  |  Submit date:2019/07/14
表面肌电信号  电极偏移  自适应校正  模式识别  
A Noninvasive System for the Automatic Detection of Gliomas Based on Hybrid Features and PSO-KSVM 期刊论文
IEEE Access, 2019, 卷号: 7, 页码: 13842-13855
Authors:  Song GL(宋国立);  Huang Z(黄钲);  Zhao YW(赵忆文);  Zhao XG(赵新刚);  Liu YH(刘云辉);  Bao, Min;  Han JD(韩建达);  Li P(李鹏)
View  |  Adobe PDF(13698Kb)  |  Favorite  |  View/Download:146/25  |  Submit date:2019/03/09
Modified CLBP  PSO-KSVM  Glioma detection  hybrid features  skull removal  
A Decoding Scheme for Incomplete Motor Imagery EEG With Deep Belief Network 期刊论文
FRONTIERS IN NEUROSCIENCE, 2018, 卷号: 12, 页码: 1-17
Authors:  Chu YQ(褚亚奇);  Zhao XG(赵新刚);  Zou YJ(邹宜君);  Xu WL(徐卫良);  Han JD(韩建达);  Zhao YW(赵忆文)
View  |  Adobe PDF(3629Kb)  |  Favorite  |  View/Download:113/26  |  Submit date:2018/10/22
brain-computer interface  decoding scheme  incomplete motor imagery EEG  power spectral density  deep belief network  
Artificial compound eye: a survey of the state-of-the-art 期刊论文
Artificial Intelligence Review, 2017, 卷号: 48, 期号: 4, 页码: 573-603
Authors:  Wu SD(吴思东);  Jiang, Tao;  Zhang GX(张葛祥);  Schoenemann, Brigitte;  Neri, Ferrante;  Zhu, Ming;  Bu CG(卜春光);  Han JD(韩建达);  Kuhnert, Klaus-Dieter
View  |  Adobe PDF(2743Kb)  |  Favorite  |  View/Download:240/22  |  Submit date:2016/09/17
Artificial Compound Eye  Image Reconstruction  Depth Estimation  Motion Detection  Extended Depth Of Field  Large Field-of-view Imaging  
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  
Physiological Signal-Based Method for Measurement of Pain Intensity 期刊论文
FRONTIERS IN NEUROSCIENCE, 2017, 卷号: 11, 页码: 1-13
Authors:  Chu YQ(褚亚奇);  Zhao XG(赵新刚);  Han JD(韩建达);  Su, Yang
View  |  Adobe PDF(2462Kb)  |  Favorite  |  View/Download:175/20  |  Submit date:2017/08/20
Feature Extraction  Feature Selection And Reduction  Pain Intensity Quantification  Physiological Signals  Pattern Classification  
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:188/40  |  Submit date:2016/11/27
Semg  Feature Extraction  Dimension-reduction Method  Motion Recognition