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Motion Forecasting Network (MoFCNet): IMU-Based Human Motion Forecasting for Hip Assistive Exoskeleton 期刊论文
IEEE ROBOTICS AND AUTOMATION LETTERS, 2023, 卷号: 8, 期号: 9, 页码: 5783-5790
作者:  Zhang, Xingxuan;  Zhang, Haojian;  Hu, Jianhua;  Deng, Jieren;  Wang, Yunkuan
Adobe PDF(1895Kb)  |  收藏  |  浏览/下载：154/69  |  提交时间：2023/11/17
Intention recognition  prosthetics and exoskeletons  human motion forecasting  
Muscle Synergy Analysis Based on NMF for Lower Limb Motor Function Assessment 会议论文
, Xishuangbanna, China, December 5-9, 2022
作者:  Kexin Xiang;  Weiqun Wang;  Zeng-Guang Hou;  Chutian Zhang;  Jiaxing Wang;  Weiguo Shi;  Yuze Jiao;  Tianyu Lin
Adobe PDF(983Kb)  |  收藏  |  浏览/下载：144/62  |  提交时间：2023/06/28
Gait Pattern Identification and Phase Estimation in Continuous Multilocomotion Mode Based on Inertial Measurement Units 期刊论文
IEEE SENSORS JOURNAL, 2022, 卷号: 22, 期号: 17, 页码: 16952-16962
作者:  Zhang, Xingxuan;  Zhang, Haojian;  Hu, Jianhua;  Zheng, Jun;  Wang, Xinbo;  Deng, Jieren;  Wan, Zihao;  Wang, Haotian;  Wang, Yunkuan
Adobe PDF(9495Kb)  |  收藏  |  浏览/下载：255/24  |  提交时间：2022/11/14
Gait pattern identification  phase estimate  adaptive oscillators  gait event detector  wearable robots  
Quantitative Assessment of Hand Motor Function for Post-Stroke Rehabilitation Based on HAGCN and Multimodality Fusion 期刊论文
IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING, 2022, 卷号: 30, 页码: 2032-2041
作者:  Li, Chenguang;  Yang, Hongjun;  Cheng, Long;  Huang, Fubiao;  Zhao, Shuang;  Li, Dongyue;  Yan, Ruxiu
Adobe PDF(3198Kb)  |  收藏  |  浏览/下载：286/33  |  提交时间：2022/09/19
Hemorrhaging  Thumb  Stroke (medical condition)  Kinematics  Feature extraction  Wrist  Correlation  Hand motor function  quantitative assessment  multi-modality fusion  graph convolutional network  
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：306/43  |  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  
Iterative assist-as-needed control with interaction factor for rehabilitation robots 期刊论文
SCIENCE CHINA-TECHNOLOGICAL SCIENCES, 2021, 页码: 11
作者:  Cao, Ran;  Cheng, Long;  Yang, ChenGuang;  Dong, Zhe
Adobe PDF(1837Kb)  |  收藏  |  浏览/下载：185/33  |  提交时间：2021/03/01
human-robot interaction  impedance  stiffness  control  rehabilitation  
A Study of Personal Recognition Method Based on EMG Signal 期刊论文
IEEE TRANSACTIONS ON BIOMEDICAL CIRCUITS AND SYSTEMS, 2020, 卷号: 14, 期号: 4, 页码: 681-691
作者:  Lu, Lijing;  Mao, Jingna;  Wang, Wuqi;  Ding, Guangxin;  Zhang, Zhiwei
Adobe PDF(3835Kb)  |  收藏  |  浏览/下载：275/42  |  提交时间：2020/09/28
Electromyography  personal identification  personal verification  discrete wavelet transform  ExtraTreesClassifer  continuous wavelet transform  convolutional neural networks  transfer learning  siamese network  
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
作者:  Wang, Chen;  Peng, Liang;  Hou, Zeng-Guang;  Li, Jingyue;  Zhang, Tong;  Zhao, Jun
Adobe PDF(2148Kb)  |  收藏  |  浏览/下载：290/46  |  提交时间：2020/06/22
Post-stroke hemiparesis  upper limb functional assessment  motor synergies  multi-modality fusion  motion capture technology  electromyography (EMG)  
An intelligent learning approach for improving ECG signal classification and arrhythmia analysis 期刊论文
ARTIFICIAL INTELLIGENCE IN MEDICINE, 2020, 卷号: 103, 页码: 14
作者:  Sangaiah, Arun Kumar;  Arumugam, Maheswari;  Bian, Gui-Bin
收藏  |  浏览/下载：339/0  |  提交时间：2020/06/02
ECG  Noise suppression  Baseline wander (BW)  Power line interference (PLI)  Electromyography (EMG)  Signal to noise ratio (SNR)  Devoted wavelet  Feature extraction  HMM (Hidden Markov Model)  Cardiac arrhythmia  
Realistic Facial Expression Reconstruction for VR HMD Users 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2020, 卷号: 22, 期号: 3, 页码: 730-743
作者:  Lou, Jianwen;  Wang, Yiming;  Nduka, Charles;  Hamedi, Mahyar;  Mavridou, Ifigeneia;  Wang, Fei-Yue;  Yu, Hui
收藏  |  浏览/下载：173/0  |  提交时间：2020/06/02
Face  Sensors  Three-dimensional displays  Image reconstruction  Resists  Electromyography  Cameras  Facial expression reconstruction  head-mounted display  electromyogram  3D face reconstruction  facial action unit