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基于渐进无迹卡尔曼滤波网络的人体肢体运动估计 期刊论文
自动化学报, 2023, 卷号: 49, 期号: 8, 页码: 1723-1731
Authors:  杨旭升;  王雪儿;  汪鹏君;  张文安
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卡尔曼滤波网络  人体肢体运动估计  表面肌电信号  渐进无迹卡尔曼滤波  
Swarm Intelligence Research: From Bio-inspired Single-population Swarm Intelligence to Humanmachine Hybrid Swarm Intelligence 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 1, 页码: 121-144
Authors:  Guo-Yin Wang;  Dong-Dong Cheng;  De-You Xia;  Hai-Huan Jiang
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Swarm intelligence  single-population  multi-population  human-machine hybrid  multi-granularity  
EEG-based Emotion Recognition Using Multiple Kernel Learning 期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 期号: 5, 页码: 472-484
Authors:  Qian Cai;  Guo-Chong Cui;  Hai-Xian Wang
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Emotion recognition  electroencephalography (EEG)  multiple kernel learning  machine learning  brain computer interface  
Intuitive Human-Robot-Environment Interaction With EMG Signals: A Review 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 5, 页码: 1075-1091
Authors:  Dezhen Xiong;  Daohui Zhang;  Yaqi Chu;  Yiwen Zhao;  Xingang Zhao
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Electromyography  human-robot-environment interaction (HREI)  human-robot interaction (HRI)  semiautonomous  sensory feedback  
Sensing Micro-Motion Human Patterns using Multimodal mmRadar and Video Signal for Affective and Psychological Intelligence 会议论文
, Canada, 2023-10
Authors:  Ru, Yiwei;  Li, Peipei;  Sun, Muyi;  Wang, Yunlong;  Zhang, Kunbo;  Li, Qi;  He, Zhaofeng;  Sun, Zhenan
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下肢助力外骨骼人体运动意图感知方法研究 学位论文
, 2023
Authors:  张兴轩
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外骨骼机器人  人体运动意图识别  步态相位估计  下肢动作预测  关节力矩估计  
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
Authors:  Zhang, Xingxuan;  Zhang, Haojian;  Hu, Jianhua;  Deng, Jieren;  Wang, Yunkuan
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Intention recognition  prosthetics and exoskeletons  human motion forecasting  
Reconstruction of incomplete surface electromyography based on an adversarial autoencoder network 期刊论文
BIOMEDICAL SIGNAL PROCESSING AND CONTROL, 2023, 卷号: 86, 页码: 11
Authors:  Zou, Yongxiang;  Cheng, Long;  Han, Lijun
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Adversarial autoencoder  Missing sEMG  Signal reconstruction  Self-mask  Multi-view discriminator  
A CNN-Transformer Hybrid Recognition Approach for sEMG-Based Dynamic Gesture Prediction 期刊论文
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2023, 卷号: 72, 页码: 16
Authors:  Liu, Yanhong;  Li, Xingyu;  Yang, Lei;  Bian, Guibin;  Yu, Hongnian
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Feature extraction  Gesture recognition  Task analysis  Transformers  Time-frequency analysis  Convolution  Data mining  Convolutional neural network (CNN)  feature fusion  hand gesture recognition  surface electromyography (sEMG) sensor  transformer  
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
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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