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Deep Learning for EMG-based Human-Machine Interaction: A Review 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 3, 页码: 512-533
Authors:  Xiong DZ(熊德臻);  Zhang DH(张道辉);  Zhao XG(赵新刚);  Zhao YW(赵忆文)
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Accuracy  deep learning  electromyography (EMG)  human-machine interaction (HMI)  robustness  
Electrode shifts estimation and adaptive correction for improving robustness of sEMG-based recognition 期刊论文
IEEE Journal of Biomedical and Health Informatics, 2021, 卷号: 25, 期号: 4, 页码: 1101-1110
Authors:  Li ZY(李自由);  Zhao XG(赵新刚);  Liu GJ(刘光军);  Zhang B(张弼);  Zhang DH(张道辉);  Han JD(韩建达)
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Surface electromyography (sEMG)  polar coordinate system  electrode shifts  adaptive correction  pattern recognition  
基于表面肌电的意图识别方法在非理想条件下的研究进展 期刊论文
自动化学报, 2021, 卷号: 47, 期号: 5, 页码: 955-969
Authors:  李自由;  赵新刚;  张弼;  丁其川;  张道辉;  韩建达
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肌电信号  研究进展  非理想条件  模式识别  
Review of Research and Development of Supernumerary Robotic Limbs 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 5, 页码: 929-952
Authors:  Tong YC(佟玉闯);  Liu JG(刘金国)
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Human-robot cooperation  human-robot interaction  supernumerary robotic finger  supernumerary robotic limb  wearable robots  
Foot placement prediction for assistive walking by fusing sequential 3D gaze and environmental context 期刊论文
IEEE Robotics and Automation Letters, 2021, 卷号: 6, 期号: 2, 页码: 2509-2516
Authors:  Zhang, Kuangen;  Liu, Haiyuan;  Fan, Zixuan;  Chen, Xinxing;  Leng YQ(冷雨泉);  De Silva, Clarence;  Fu, Chenglong
Adobe PDF(2255Kb)  |  Favorite  |  View/Download:18/0  |  Submit date:2021/03/21
3D gaze  foot placement prediction  intention recognition  prosthetics and exoskeletons  sensor/data fusion  
基于肌电的手部康复机器人智能交互技术研究 学位论文
硕士, 沈阳: 中国科学院沈阳自动化研究所, 2020
Authors:  王丰焱
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手部康复机器人  肌电信号  Brunnstrom等级  深度学习  
A temporally smoothed MLP regression scheme for continuous knee/ankle angles estimation by using multi-channel sEMG 期刊论文
IEEE Access, 2020, 卷号: 8, 页码: 47433-47444
Authors:  Li ZY(李自由);  Zhang DH(张道辉);  Zhao XG(赵新刚);  Wang FY(王丰焱);  Zhang B(张弼);  Ye D(叶丹);  Han JD(韩建达)
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Continuous joint estimation, surface electromyography (sEMG)  multilayer perceptron (MLP)  temporally smoothed techniques  human-robot interaction (HRI)  
基于Myo旋转偏移估计与自适应校正的手势识别方法 期刊论文
自动化学报, 2020, 卷号: 46, 期号: 9, 页码: 1896-1907
Authors:  李自由;  王丰焱;  赵新刚;  丁其川;  张道辉;  韩建达
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表面肌电信号  电极偏移  自适应校正  模式识别  
适用不同Brunnstrom等级患者基于表面肌电信号的动作识别方法 期刊论文
机器人, 2020, 卷号: 42, 期号: 6, 页码: 661-671, 685
Authors:  王丰焱;  张道辉;  李自由;  赵新刚
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脑卒中患者  表面肌电信号(sEMG)  Brunnstrom等级  模式识别  
柔性下肢外骨骼机器人研究进展及关键技术分析 期刊论文
机器人, 2020, 卷号: 42, 期号: 3, 页码: 365-384
Authors:  赵新刚;  谈晓伟;  张弼
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康复机器人  下肢外骨骼机器人  动力服  人体意图识别