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A Graded Assessment System for Parkinson's Upper-Limb Bradykinesia Based on a Temporal Convolutional Network Model 期刊论文
IEEE SENSORS JOURNAL, 2023, 卷号: 23, 期号: 23, 页码: 29283-29292
Authors:  Tong, Lina;  Liu, Dai-Song;  Peng, Liang;  Hao, Hong-Lin;  Wang, Chen
Favorite  |  View/Download:0/0  |  Submit date:2024/05/30
Bradykinesia grade  inertial sensors  Parkinson's disease (PD)  temporal convolutional network (TCN)  wearable device  
A Graded Assessment System for Parkinsons Upper-Limb Bradykinesia Based on a Temporal Convolutional Network Model 期刊论文
IEEE SENSORS JOURNAL, 2023, 卷号: 23, 期号: 23, 页码: 29283-29292
Authors:  Tong, Lina;  Liu, Dai-Song;  Peng, Liang;  Hao, Hong-Lin;  Wang, Chen
Favorite  |  View/Download:33/0  |  Submit date:2024/02/21
Bradykinesia grade  inertial sensors  Parkinson's disease (PD)  temporal convolutional network (TCN)  wearable device  
A learnable EEG channel selection method for MI-BCI using efficient channel attention 期刊论文
FRONTIERS IN NEUROSCIENCE, 2023, 卷号: 17, 页码: 13
Authors:  Tong, Lina;  Qian, Yihui;  Peng, Liang;  Wang, Chen;  Hou, Zeng-Guang
Favorite  |  View/Download:53/0  |  Submit date:2023/12/21
brain-computer interface  motor imagery  channel selection  deep learning  attention mechanism  
sEMG-Based Gesture Recognition Method for Coal Mine Inspection Manipulator Using Multistream CNN 期刊论文
IEEE SENSORS JOURNAL, 2023, 卷号: 23, 期号: 10, 页码: 11082-11090
Authors:  Tong, Lina;  Zhang, Mingjia;  Ma, Hanghang;  Wang, Chen;  Peng, Liang
Favorite  |  View/Download:78/0  |  Submit date:2023/11/17
Sensors  Muscles  Inspection  Coal mining  Robots  Feature extraction  Gesture recognition  Coal mine inspection manipulator  gestures recognition  multistream convolutional neural network (CNN)  surface electromyography (sEMG)  time--frequency graph feature  
A Novel Deep Learning Bi-GRU-I Model for Real-Time Human Activity Recognition Using Inertial Sensors 期刊论文
IEEE SENSORS JOURNAL, 2022, 卷号: 22, 期号: 6, 页码: 6164-6174
Authors:  Tong, Lina;  Ma, Hanghang;  Lin, Qianzhi;  He, Jiaji;  Peng, Liang
Favorite  |  View/Download:170/0  |  Submit date:2022/06/10
Sensors  Feature extraction  Deep learning  Inertial sensors  Data mining  Convolutional neural networks  Accelerometers  Human activity recognition (HAR)  inertial sensor  deep learning  Bi-GRU  inception architecture  
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:174/0  |  Submit date:2020/06/02
Motion reconstruction  LSTM neural networks  inertial motion capture  dimension reduction  sensor configuration  
A novel leg orthosis for lower limb rehabilitation robots of the sitting/lying type 期刊论文
Mechanism and Machine Theory, 2014, 期号: 74, 页码: 337–353
Authors:  weiqun wang;  zeng-guang hou;  lina tong;  feng zhang;  yixiong chen;  min tan
View  |  Adobe PDF(1042Kb)  |  Favorite  |  View/Download:223/70  |  Submit date:2019/11/07
Rehabilitation Robot  Leg Orthosis  Optimization  Kinematics  
Towards patients’ motion intention recognition: Dynamics modeling and identification of iLeg - an LLRR under motion constraints 期刊论文
IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2016, 卷号: 46, 期号: 7, 页码: 980-992
Authors:  weiqun wang;  Zeng-Guang Hou;  Long Cheng;  Lina Tong;  Liang Peng;  Long Peng;  Min Tan
View  |  Adobe PDF(1520Kb)  |  Favorite  |  View/Download:126/3  |  Submit date:2019/11/07
Friction Model  Lower Limb Rehabilitation Robot (Llrr)  Motion Intention Recognition  Optimization Of Exciting Trajectories  Recursive Optimization  
Toward Patients' Motion Intention Recognition: Dynamics Modeling and Identification of iLeg-An LLRR Under Motion Constraints 期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2016, 卷号: 46, 期号: 7, 页码: 980-992
Authors:  Wang, Weiqun;  Hou, Zeng-Guang;  Cheng, Long;  Tong, Lina;  Peng, Liang;  Peng, Long;  Tan, Min
View  |  Adobe PDF(1512Kb)  |  Favorite  |  View/Download:336/26  |  Submit date:2016/10/20
Friction Model  Lower Limb Rehabilitation Robot (Llrr)  Motion Intention Recognition  Optimization Of Exciting Trajectories  Recursive Optimization  
Combined Use of sEMG and Accelerometer in Hand Motion Classification Considering Forearm Rotation 会议论文
Proceedings of the 35th Annual International Conference of the IEEE EMBS, Osaka, Japan, 3 - 7 July, 2013
Authors:  Liang, Peng;  Zeng-Guang, Hou;  Yixiong, Chen;  Weiqun, Wang;  Lina, Tong;  Pengfeng, Li
View  |  Adobe PDF(345Kb)  |  Favorite  |  View/Download:309/80  |  Submit date:2016/01/25