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LSTM-Based Lower Limbs Motion Reconstruction Using Low-Dimensional Input of Inertial Motion Capture System 期刊论文
IEEE SENSORS JOURNAL, 2020, 卷号: 20, 期号: 7, 页码: 3667-3677
Authors:  Tong, Lina;  Liu, Rongkai;  Peng, Liang
Favorite  |  View/Download:3/0  |  Submit date:2020/06/02
Motion reconstruction  LSTM neural networks  inertial motion capture  dimension reduction  sensor configuration  
Quantitative Assessment of Upper-Limb Motor Function for Post-Stroke Rehabilitation Based on Motor Synergy Analysis and Multi-Modality Fusion 期刊论文
IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING, 2020, 卷号: 28, 期号: 4, 页码: 943-952
Authors:  Wang, Chen;  Peng, Liang;  Hou, Zeng-Guang;  Li, Jingyue;  Zhang, Tong;  Zhao, Jun
Favorite  |  View/Download:3/0  |  Submit date:2020/06/22
Post-stroke hemiparesis  upper limb functional assessment  motor synergies  multi-modality fusion  motion capture technology  electromyography (EMG)  
Composite Learning Enhanced Robot Impedance Control 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2020, 卷号: 31, 期号: 3, 页码: 1052-1059
Authors:  Sun, Tairen;  Peng, Liang;  Cheng, Long;  Hou, Zeng-Guang;  Pan, Yongping
Favorite  |  View/Download:5/0  |  Submit date:2020/06/02
Impedance  Convergence  Robots  Stability criteria  Uncertainty  Parameter estimation  Adaptive control  composite adaptation  impedance control  learning control  parameter convergence  robot  
A Greedy Assist-as-Needed Controller for Upper Limb Rehabilitation 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2019, 卷号: 30, 期号: 11, 页码: 3433-3443
Authors:  Luo, Lincong;  Peng, Liang;  Wang, Chen;  Hou, Zeng-Guang
Favorite  |  View/Download:7/0  |  Submit date:2020/03/30
Medical treatment  Training  Task analysis  Robot sensing systems  Impedance  Trajectory  Assist as needed (AAN)  challenge level  Gaussian radial basis function (RBF) network  motor capability  rehabilitation robot  upper limb  
Neuromuscular Activation Based SEMG-Torque Hybrid Modeling and Optimization for Robot Assisted Neurorehabilitation 会议论文
, Sydney, Australia, 2019-12-12
Authors:  Weiqun Wang;  Zeng-Guang Hou;  Weiguo Shi;  Xu Liang;  Shixin Ren;  Jiaxin Wang;  Liang Peng
View  |  Adobe PDF(2091Kb)  |  Favorite  |  View/Download:58/11  |  Submit date:2019/11/07
GPR and SPSO-CG based gait pattern generation for subject-specific training 期刊论文
SCIENCE CHINA Information Sciences, 2019, 期号: 00, 页码: 00
Authors:  weiqun wang;  Weiguo SHI;  Shixin REN;  zeng-guang hou;  Xu LIANG;  Jiaxin WANG;  Liang PENG
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Gait Pattern Generation  Subject-specific Training  
Genetic Algorithm Based Dynamics Modeling and Control of a Parallel Rehabilitation Robot 会议论文
, 巴西里约热内卢, 2018-7-8
Authors:  Wang, Chen;  Peng, Liang;  Hou, Zeng-guang
View  |  Adobe PDF(779Kb)  |  Favorite  |  View/Download:112/20  |  Submit date:2018/10/14
Simultaneous Recognition and Assessment of Post-Stroke Hemiparetic Gait by Fusing Kinematic, Kinetic, and Electrophysiological Data 期刊论文
IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING, 2018, 卷号: 26, 期号: 4, 页码: 856-864
Authors:  Cui, Chengkun;  Bian, Gui-Bin;  Hou, Zeng-Guang;  Zhao, Jun;  Su, Guodong;  Zhou, Hao;  Peng, Liang;  Wang, Weiqun
View  |  Adobe PDF(1281Kb)  |  Favorite  |  View/Download:175/44  |  Submit date:2018/05/30
Post-stroke Hemiparesis  Gait Analysis  Multimodalfusion  Marker Trajectory (Mt)  Ground Reaction Force (Grf)  Electromyogram (Emg)  
An assist-as-needed controller for robotic rehabilitation therapy based on RBF network 会议论文
, Rio de Janeiro, Brazil, 2018-7
Authors:  Luo, Lincong;  Peng, Liang;  Wang, Chen;  Hou, Zengguang;  Wang, Weiqun
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康复机器人的人机交互控制方法 期刊论文
中国科学信息科学, 2018, 卷号: 048, 期号: 001, 页码: 24
Authors:  梁旭;  王卫群;  侯增广;  任士鑫;  彭亮;  胡进
Favorite  |  View/Download:5/0  |  Submit date:2020/03/30