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Prediction of Human Voluntary Torques Based on Collaborative Neuromusculoskeletal Modeling and Adaptive Learning 期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2021, 卷号: 68, 期号: 6, 页码: 5217-5226
作者:  Wang, Weiqun;  Shi, Weiguo;  Hou, Zeng-Guang;  Chen, Badong;  Liang, Xu;  Ren, Shixin;  Wang, Jiaxing;  Peng, Liang
Adobe PDF(13331Kb)  |  收藏  |  浏览/下载：348/51  |  提交时间：2021/04/06
Muscles  Adaptation models  Adaptive learning  Force  Calibration  Hip  Electromyography  Adaptive learning  human–  robot interaction  neuromusculoskeletal modeling  parameter calibration  surface electromyography (sEMG) processing  
Engagement Enhancement Based on Human-in-the-Loop Optimization for Neural Rehabilitation 期刊论文
FRONTIERS IN NEUROROBOTICS, 2020, 卷号: 12, 期号: 无, 页码: 11
作者:  Wang, Jiaxing;  Wang, Weiqun;  Ren, Shixin;  Shi, Weiguo;  Hou, Zeng-Guang
Adobe PDF(2370Kb)  |  收藏  |  浏览/下载：306/71  |  提交时间：2021/01/06
human-in-the-loop optimization  EEG based neural engagement  sEMG based muscle activation  tracking accuracy  neural rehabilitation  
Neuromuscular Activation Based SEMG-Torque Hybrid Modeling and Optimization for Robot Assisted Neurorehabilitation 会议论文
, Sydney, Australia, 2019-12-12
作者:  Weiqun Wang;  Zeng-Guang Hou;  Weiguo Shi;  Xu Liang;  Shixin Ren;  Jiaxin Wang;  Liang Peng
浏览  |  Adobe PDF(2091Kb)  |  收藏  |  浏览/下载：232/68  |  提交时间：2019/11/07
A stacked contractive denoising auto-encoder for ECG signal denoising 期刊论文
PHYSIOLOGICAL MEASUREMENT, 2016, 卷号: 37, 期号: 12, 页码: 2214-2230
作者:  Xiong, Peng;  Wang, Hongrui;  Liu, Ming;  Lin, Feng;  Hou, Zengguang;  Liu, Xiuling
收藏  |  浏览/下载：255/0  |  提交时间：2017/02/14
Electrocardiogram (Ecg)  Denoising Auto-encoder (Dae)  Baseline Wander  Motion Artifacts  Electrode Contact Noise  
Reaching a stochastic consensus in the noisy networks of linear MIMO agents: Dynamic output-feedback and convergence rate 期刊论文
SCIENCE CHINA-TECHNOLOGICAL SCIENCES, 2016, 卷号: 59, 期号: 1, 页码: 45-54
作者:  Wang YunPeng;  Cheng Long;  Yang ChenGuang;  Hou ZengGuang;  Tan Min
Adobe PDF(995Kb)  |  收藏  |  浏览/下载：296/50  |  提交时间：2016/03/19
Multi-agent System  Mean Square Consensus  Communication Noise  Noise-attenuation Gain  Convergence Rate  
BP-AR-BASED HUMAN JOINT ANGLE ESTIMATION USING MULTI-CHANNEL SEMG 期刊论文
INTERNATIONAL JOURNAL OF ROBOTICS & AUTOMATION, 2015, 卷号: 30, 期号: 3, 页码: 227-237
作者:  Tong, Lina;  Zhang, Feng;  Hou, Zeng-Guang;  Wang, Weiqun;  Peng, Liang
浏览  |  Adobe PDF(1650Kb)  |  收藏  |  浏览/下载：433/111  |  提交时间：2015/10/13
Semg-joint Angle Estimation  Rehabilitation  Moving Butterworth Filtering Method  Bp Neural Network  Autoregressive (Ar) Model  
Seeking Consensus in Networks of Linear Agents: Communication Noises and Markovian Switching Topologies 期刊论文
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2015, 卷号: 60, 期号: 5, 页码: 1374-1379
作者:  Wang, Yunpeng;  Cheng, Long;  Ren, Wei;  Hou, Zeng-Guang;  Tan, Min
Adobe PDF(183Kb)  |  收藏  |  浏览/下载：352/124  |  提交时间：2015/09/21
Communication Noise  Linear Multi-agent System  Markovian Switching Topology  Stochastic Consensus  
Necessary and Sufficient Conditions for Consensus of Double-Integrator Multi-Agent Systems With Measurement Noises 期刊论文
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2011, 卷号: 56, 期号: 8, 页码: 1958-1963
作者:  Cheng, Long;  Hou, Zeng-Guang;  Tan, Min;  Wang, Xu
收藏  |  浏览/下载：172/0  |  提交时间：2015/08/12
Average Consensus  Double-integrator  Mean Square  Measurement Noise  Multi-agent Systems (Mass)