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Decoding multiclass motor imagery EEG from the same upper limb by combining Riemannian geometry features and partial least squares regression 期刊论文
JOURNAL OF NEURAL ENGINEERING, 2020, 卷号: 17, 期号: 4, 页码: 1-18
Authors:  Chu YQ(褚亚奇);  Zhao XG(赵新刚);  Zou YJ(邹宜君);  Xu WL(徐卫良);  Song GL(宋国立);  Han JD(韩建达);  Zhao YW(赵忆文)
Adobe PDF(1662Kb)  |  Favorite  |  View/Download:120/15  |  Submit date:2020/09/12
motor imagery EEG  same upper limb  Riemannian geometry features  partial least squares regression  brain-machine interface  
A temporally smoothed MLP regression scheme for continuous knee/ankle angles estimation by using multi-channel sEMG 期刊论文
IEEE Access, 2020, 卷号: 8, 页码: 47433-47444
Authors:  Li ZY(李自由);  Zhang DH(张道辉);  Zhao XG(赵新刚);  Wang FY(王丰焱);  Zhang B(张弼);  Ye D(叶丹);  Han JD(韩建达)
Adobe PDF(3178Kb)  |  Favorite  |  View/Download:174/31  |  Submit date:2020/04/11
Continuous joint estimation, surface electromyography (sEMG)  multilayer perceptron (MLP)  temporally smoothed techniques  human-robot interaction (HRI)  
Integral barrier Lyapunov function-based adaptive fuzzy output feedback control for nonlinear delayed systems with time-varying full-state constraints 期刊论文
International Journal of Adaptive Control and Signal Processing, 2020, 页码: 1-20
Authors:  Ye D(叶丹);  Wang, Kaiyu;  Yang, Haijiao;  Zhao XG(赵新刚)
Adobe PDF(1416Kb)  |  Favorite  |  View/Download:46/6  |  Submit date:2020/09/26
adaptive fuzzy control  IBLF  input saturation  output-feedback  time-varying full-state constraints  
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)
Adobe PDF(1377Kb)  |  Favorite  |  View/Download:260/63  |  Submit date:2018/12/16
Brain-computer interface (BCI)  Electroencephalogram (EEG)  Machine learning  Movement imagination  Common spatial pattern  Inter-subject model  
Robust Indirect Adaptive Control for A Class of Nonlinear Systems and Its Application to Shape Memory Alloy Actuators 期刊论文
IEEE Access, 2018, 卷号: 6, 页码: 35809-35823
Authors:  Zhang B(张弼);  Zhao XG(赵新刚);  Li XG(李晓光);  Zhang DH(张道辉)
Adobe PDF(7203Kb)  |  Favorite  |  View/Download:189/22  |  Submit date:2018/07/31
Adaptive Control  Unmodeled Dynamics  Stability  Robustness  Sma Actuator