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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
作者:  Tong, Lina;  Zhang, Mingjia;  Ma, Hanghang;  Wang, Chen;  Peng, Liang
收藏  |  浏览/下载：67/0  |  提交时间：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  
Decoding Electromyographic Signal With Multiple Labels for Hand Gesture Recognition 期刊论文
IEEE SIGNAL PROCESSING LETTERS, 2023, 卷号: 30, 页码: 483-487
作者:  Zou, Yongxiang;  Cheng, Long;  Han, Lijun;  Li, Zhengwei;  Song, Luping
收藏  |  浏览/下载：96/0  |  提交时间：2023/11/17
Feature extraction  Gesture recognition  Decoding  Aggregates  Muscles  Hospitals  Graph neural networks  Electromyogram decoding  graph neural network  hand gesture recognition  multiple labels  
Motion Learning and Rapid Generalization for Musculoskeletal Systems Based on Recurrent Neural Network Modulated by Initial States 期刊论文
IEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS, 2022, 卷号: 14, 期号: 4, 页码: 1691-1704
作者:  Wang, Xiaona;  Chen, Jiahao;  Qiao, Hong
收藏  |  浏览/下载：77/0  |  提交时间：2023/03/20
Muscles  Recurrent neural networks  Mathematical models  Bio-inspired control  Robot kinematics  Tendons  Musculoskeletal system  Biologically inspired control  motor cortex  movement preparation  musculoskeletal system  recurrent neural network (RNN)  
A Multimodal Fusion Model for Estimating Human Hand Force Comparing surface electromyography and ultrasound signals 期刊论文
IEEE ROBOTICS & AUTOMATION MAGAZINE, 2022, 卷号: 29, 期号: 4, 页码: 10-24
作者:  Zou, Yongxiang;  Cheng, Long;  Li, Zhengwei
收藏  |  浏览/下载：167/0  |  提交时间：2023/02/22
Force  Ultrasonic imaging  Muscles  Robots  Feature extraction  Estimation  Exoskeletons  
Motor-Cortex-Like Recurrent Neural Network and Multitask Learning for the Control of Musculoskeletal Systems 期刊论文
IEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS, 2022, 卷号: 14, 期号: 2, 页码: 424-436
作者:  Chen, Jiahao;  Qiao, Hong
收藏  |  浏览/下载：157/0  |  提交时间：2022/07/25
Muscles  Musculoskeletal system  Robots  Statistics  Sociology  Recurrent neural networks  Neurons  Biologically inspired  motor cortex  muscle synergy  musculoskeletal system  neuromuscular control  recurrent neural network (RNN)  
An Electrical Impedance Tomography Based Interface for Human-Robot Collaboration 期刊论文
IEEE-ASME TRANSACTIONS ON MECHATRONICS, 2021, 卷号: 26, 期号: 5, 页码: 2373-2384
作者:  Zheng, Enhao;  Li, Yuhua;  Zhao, Zhiyu;  Wang, Qining;  Qiao, Hong
收藏  |  浏览/下载：203/0  |  提交时间：2021/12/28
Robot sensing systems  Sensors  Robots  Electrodes  Collaboration  Muscles  Task analysis  Electrical impedance tomography (EIT)  grasp force estimation  human-machine interface  human-robot collaboration  
Adaptive Takagi-Sugeno fuzzy model and model predictive control of pneumatic artificial muscles 期刊论文
SCIENCE CHINA-TECHNOLOGICAL SCIENCES, 2021, 页码: 9
作者:  Xia XiuZe;  Cheng Long
收藏  |  浏览/下载：183/0  |  提交时间：2021/11/03
pneumatic artificial muscles  adaptive T-S fuzzy model  LSTM neural network model  model predictive control  
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：310/44  |  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  
Reducing Redundancy of Musculoskeletal Robot With Convex Hull Vertexes Selection 期刊论文
IEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS, 2020, 卷号: 12, 期号: 3, 页码: 601-617
作者:  Zhong, Shanlin;  Chen, Jiahao;  Niu, Xingyu;  Fu, Hang;  Qiao, Hong
收藏  |  浏览/下载：190/0  |  提交时间：2021/01/07
Muscles  Robots  Mathematical model  Hardware  Redundancy  Numerical models  Convex hull vertexes  human-like robot  motion experiment  musculoskeletal system  reduce redundancy  
A Bayesian approach to distinguishing interdigitated tongue muscles from limited diffusion magnetic resonance imaging 期刊论文
COMPUTERIZED MEDICAL IMAGING AND GRAPHICS, 2015, 卷号: 45, 期号: 1, 页码: 63-74
作者:  Ye, Chuyang;  Murano, Erni;  Stone, Maureen;  Prince, Jerry L.;  Chuyang Ye
浏览  |  Adobe PDF(4919Kb)  |  收藏  |  浏览/下载：263/67  |  提交时间：2016/01/18
Diffusion Magnetic Resonance Imaging  Limited Gradient Directions  Sparse Reconstruction  Prior Directional Knowledge  Interdigitated Tongue Muscles