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A Hierarchical Architecture for Multisymptom Assessment of Early Parkinson's Disease via Wearable Sensors 期刊论文
IEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS, 2022, 卷号: 14, 期号: 4, 页码: 1553-1563
作者:  Wang, Chen;  Peng, Liang;  Hou, Zeng-Guang;  Li, Yanfeng;  Tan, Ying;  Hao, Honglin
Adobe PDF(1912Kb)  |  收藏  |  浏览/下载：310/14  |  提交时间：2023/03/20
Diseases  Machine learning  Hidden Markov models  Accelerometers  Monitoring  Gyroscopes  Parkinson's disease  Wearable computing  Sensor systems  multilevel fusion  multisymptom assessment  Parkinson's disease (PD)  wearable sensor system  
The Assessment of Upper-Limb Spasticity Based on a Multi-Layer Process Using a Portable Measurement System 期刊论文
IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING, 2021, 卷号: 29, 页码: 2242-2251
作者:  Wang, Chen;  Peng, Liang;  Hou, Zeng-Guang;  Zhang, Pu
Adobe PDF(1907Kb)  |  收藏  |  浏览/下载：178/16  |  提交时间：2021/12/28
Spasticity quantification  portable assessment device  modified genetic algorithm  ensemble empirical mode decomposition (EEMD)  multi-layer fusion  
A Novel Assist-As-Needed Controller Based on Fuzzy-Logic Inference and Human Impedance Identification for Upper-Limb Rehabilitation 会议论文
, Xiamen, China, 2019-12-8
作者:  Chen Wang;  Liang Peng;  Zeng-Guang Hou;  Weiqun Wang;  Tingting Su
Adobe PDF(610Kb)  |  收藏  |  浏览/下载：135/45  |  提交时间：2021/06/21
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：391/63  |  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  
Anthropometric Features Based Gait Pattern Prediction Using Random Forest for Patient-Specific Gait Training 会议论文
Neural Information Processing, Siem Reap, Cambodia, December 13-16, 2018
作者:  Shixin Ren;  Weiqun Wang;  Zeng-Guang Hou;  Xu, Liang;  Jiaxing Wang;  Liang Peng
Adobe PDF(730Kb)  |  收藏  |  浏览/下载：112/40  |  提交时间：2020/10/29
Patient-specific gait, Anthropometric features, Random forest, Gait prediction  
SEMG and KNN Based Human Motion Intention Recognition for Active and Safe Neurorehabilitation 会议论文
, Sydney,Australia, 2019-12
作者:  Shi, Weiguo;  Wang, Weiqun;  Hou, Zeng-Guang;  Liang, Xu;  Ren, Shixin;  Wang, Jiaxing;  Peng, Liang
浏览  |  Adobe PDF(3639Kb)  |  收藏  |  浏览/下载：196/44  |  提交时间：2020/09/08
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：253/76  |  提交时间：2019/11/07
GPR and SPSO-CG based gait pattern generation for subject-specific training 期刊论文
SCIENCE CHINA Information Sciences, 2019, 卷号: 64, 期号: 00, 页码: 00
作者:  weiqun wang;  Weiguo SHI;  Shixin REN;  zeng-guang hou;  Xu LIANG;  Jiaxin WANG;  Liang PENG
浏览  |  Adobe PDF(142Kb)  |  收藏  |  浏览/下载：323/106  |  提交时间：2019/11/07
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
作者:  Wang, Chen;  Peng, Liang;  Hou, Zeng-guang
浏览  |  Adobe PDF(779Kb)  |  收藏  |  浏览/下载：292/87  |  提交时间：2018/10/14
sEMG-based prediction of human lower extremity movements by using a dynamic recurrent neural network 会议论文
, Yinchuan, China, 2016-5
作者:  Cui, Chengkun;  Bian, Gui-Bin;  Hou, Zeng-Guang;  Xie, Xiao-Liang;  Peng, Liang;  Zhang, Dongxu
浏览  |  Adobe PDF(1159Kb)  |  收藏  |  浏览/下载：393/109  |  提交时间：2018/05/30
Semg  Motion Prediction  Dynamic Recurrent Neural Networks  Human-robot Interaction