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Adaptive Human-Robot Interaction Torque Estimation With High Accuracy and Strong Tracking Ability for a Lower Limb Rehabilitation Robot
期刊论文
IEEE-ASME TRANSACTIONS ON MECHATRONICS, 2024, 页码: 12
作者:
Liang, Xu
;
Yan, Yuchen
;
Wang, Weiqun
;
Su, Tingting
;
He, Guangping
;
Li, Guotao
;
Hou, Zeng-Guang
收藏
  |  
浏览/下载:9/0
  |  
提交时间:2024/07/22
Adaptive learning
human-robot interaction
rehabilitation robot
torque estimation
Toward a Fast and Robust MI-BCI: Online Adaptation of Stimulus Paradigm and Classification Model
期刊论文
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2024, 卷号: 73, 页码: 12
作者:
Wang, Jiaxing
;
Wang, Weiqun
;
Su, Jianqiang
;
Wang, Yihan
;
Hou, Zeng-Guang
Adobe PDF(1810Kb)
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  |  
浏览/下载:90/14
  |  
提交时间:2024/05/30
Brain-computer interface (BCI)
classification model adaption
information transfer rate (ITR)
motor imagery (MI) duration
stimulus paradigm adjustment
A Multiposture Robot for Full Cycle Rehabilitation of Lower Limbs: Design and Autonomous Training
期刊论文
IEEE-ASME TRANSACTIONS ON MECHATRONICS, 2024, 页码: 12
作者:
Wang, Weiqun
;
Shi, Weiguo
;
Xiang, Kexin
;
Ren, Shixin
;
Lin, Tianyu
;
Liu, Shengda
;
Liang, Xu
;
Wang, Jiaxing
;
Hou, Zeng-Guang
收藏
  |  
浏览/下载:34/0
  |  
提交时间:2024/05/30
Autonomous training based on surface electromyography (sEMG)
mechanism design and optimization
rehabilitation robot
training trajectory optimization
Drivable Space of Rehabilitation Robot for Physical Human-Robot Interaction: Definition and an Expanding Method
期刊论文
IEEE TRANSACTIONS ON ROBOTICS, 2022, 页码: 14
作者:
Wang, Weiqun
;
Liang, Xu
;
Liu, Shengda
;
Lin, Tianyu
;
Zhang, Pu
;
Lv, Zhen
;
Wang, Jiaxing
;
Hou, Zeng-Guang
收藏
  |  
浏览/下载:240/0
  |  
提交时间:2022/11/14
Assistive robots
Torque
Robot kinematics
Training
Exoskeletons
Biological system modeling
Adaptation models
Adaptive learning
dynamics modeling
physical human-robot interaction (pHRI)
rehabilitation robot
Neural Correlates of Single-Task Versus Cognitive-Motor Dual-Task Training
期刊论文
IEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS, 2022, 卷号: 14, 期号: 2, 页码: 532-540
作者:
Wang, Jiaxing
;
Wang, Weiqun
;
Ren, Shixin
;
Shi, Weiguo
;
Hou, Zeng-Guang
收藏
  |  
浏览/下载:239/0
  |  
提交时间:2022/07/25
Cognitive-motor dual-task training (CMDT)
engagement
event-related (de-)synchronization (ERD/ERS)
focus of attention (FOA)
single-cognitive/motor-task training (SCT/SMT)
Efficient Brain Decoding Based on Adaptive EEG Channel Selection and Transformation
期刊论文
IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTATIONAL INTELLIGENCE, 2022, 页码: 10
作者:
Wang, Jiaxing
;
Shi, Lei
;
Wang, Weiqun
;
Hou, Zeng-Guang
收藏
  |  
浏览/下载:259/0
  |  
提交时间:2022/06/06
Electroencephalography
Decoding
Brain modeling
Computational modeling
Optimized production technology
Feature extraction
Data models
Channel selection
channel transformation
brain decoding
computational cost
classification accuracy
Mixture Correntropy-Based Kernel Extreme Learning Machines
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 卷号: 33, 期号: 2, 页码: 811-825
作者:
Zheng, Yunfei
;
Chen, Badong
;
Wang, Shiyuan
;
Wang, Weiqun
;
Qin, Wei
收藏
  |  
浏览/下载:177/0
  |  
提交时间:2022/03/17
Kernel
Optimization
Learning systems
Robustness
Support vector machines
Mean square error methods
Extreme learning machine (ELM)
kernel method
mixture correntropy
online learning
Finite-Time Observer-Based Variable Impedance Control of Cable-Driven Continuum Manipulators
期刊论文
IEEE TRANSACTIONS ON HUMAN-MACHINE SYSTEMS, 2022, 卷号: 52, 期号: 1, 页码: 26-40
作者:
Liang, Xu
;
He, Guangping
;
Su, Tingting
;
Wang, Weiqun
;
Huang, Can
;
Zhao, Quanliang
;
Hou, Zeng-Guang
收藏
  |  
浏览/下载:282/0
  |  
提交时间:2022/02/16
Manipulators
Impedance
Kinematics
Observers
Manipulator dynamics
Robots
Task analysis
Compliant robots
continuum manipulators
control
finite-time stabilization
variable impedance
Broad Learning System Based on Maximum Correntropy Criterion
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 卷号: 32, 期号: 7, 页码: 3083-3097
作者:
Zheng, Yunfei
;
Chen, Badong
;
Wang, Shiyuan
;
Wang, Weiqun
收藏
  |  
浏览/下载:226/0
  |  
提交时间:2021/08/15
Learning systems
Robustness
Standards
Optimization
Training
Perturbation methods
Mean square error methods
Broad learning system (BLS)
incremental learning algorithms
maximum correntropy criterion (MCC)
regression and classification
Personalized gait trajectory generation based on anthropometric features using Random Forest
期刊论文
Journal of Ambient Intelligence and Humanized Computing, 2019, 期号: 1, 页码: 1-12
作者:
Shixin Ren
;
Weiqun Wang
;
Zeng-Guang Hou
;
Badong Chen
;
Xu Liang
;
Liang Peng
Adobe PDF(2042Kb)
  |  
收藏
  |  
浏览/下载:204/58
  |  
提交时间:2021/07/01
Personalized gait
Gait generation
Random Forest
Anthropometric features
Rehabilitation training