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CASIA OpenIR
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Estimation of Lower Limb Periodic Motions from sEMG Using Least Squares Support Vector Regression 期刊论文
NEURAL PROCESSING LETTERS, 2015, 期号: 3, SI, 页码: 371-388
作者:  Li, Q. L.;  Song, Y.;  Hou, Z. G.;  Z. G. Hou
浏览  |  Adobe PDF(3226Kb)  |  收藏  |  浏览/下载：201/52  |  提交时间：2018/01/05
Semg  Ls-svr  Motion Estimation  Neural Network  
sEMG-Based Torque Estimation for Robot-Assisted Lower Limb Rehabilitation 会议论文
Biomedical applications, Ireland, July 12-17, 2015
作者:  Peng, Long;  Hou, Zengguang;  Kasabov, Nikola;  Hu, Jin;  Peng, Liang;  Wang, Weiqun
浏览  |  Adobe PDF(267Kb)  |  收藏  |  浏览/下载：355/115  |  提交时间：2017/01/11
Emg  Torque Estimation  Rehabilitation Robot  
Feasibility of NeuCube Spiking Neural Network Architecture for EMG Pattern Recognition 会议论文
Technical Poster Session, Beijing, August 22-24, 2015
作者:  Peng, Long;  Hou, Zengguang;  Kasabov, Nikola;  Bian, Guibin;  Vladareanu, Luige;  Yu, Hongnian
浏览  |  Adobe PDF(522Kb)  |  收藏  |  浏览/下载：426/123  |  提交时间：2017/01/11
Neucube Architecture  Spiking Neural Network  Emg  Pattern Recognition  Hand Motions  
A Practical EMG-Driven Musculoskeletal Model for Dynamic Torque Estimation of Knee Joint 会议论文
Robotics and Biomimetics, Zhuhai, December 6-9, 2015
作者:  Peng, Long;  Hou, Zengguang;  Peng, Liang;  Wang, Weiqun
浏览  |  Adobe PDF(1522Kb)  |  收藏  |  浏览/下载：321/114  |  提交时间：2017/01/11
Emg  Musculoskeletal Model  Torque Estimation  
An Inversion-free Fuzzy Predictive Control for Piezoelectric Actuators 会议论文
中国青岛, 中国青岛, 2015-5-23至2015-5-25
作者:  Liu WC(刘伟川);  Cheng L(程龙);  Wang HM(王洪明);  Hou ZG(侯增广);  Tan M(谭民);  long cheng
浏览  |  Adobe PDF(1256Kb)  |  收藏  |  浏览/下载：354/100  |  提交时间：2016/06/22
Piezoelectric Actuators  Hysteresis  Fuzzy Modeling  Model Predictive Control  
An Inversion-free Model Predictive Control with Error Compensation for Piezoelectric Actuators 会议论文
2015 American Control Conference, Chicago, IL, USA, July 1-3, 2015
作者:  Liu WC(刘伟川);  Cheng L(程龙);  Hou ZG(侯增广);  Tan M(谭民);  long cheng
浏览  |  Adobe PDF(2042Kb)  |  收藏  |  浏览/下载：281/91  |  提交时间：2016/06/22
Hysteresis  Neural Network Modeling  Dynamic Linearization  Model Predictive Control  Piezoelectric Actuators  
A Dynamic EMG-torque Model of Elbow Based on Neural Networks 会议论文
Proceedings of the37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Milan, Italy, August 30, 2015-September 03, 2015
作者:  Liang, Peng;  Zeng-Guang, Hou;  Weiqun, Wang
浏览  |  Adobe PDF(1132Kb)  |  收藏  |  浏览/下载：281/81  |  提交时间：2016/01/25
An sEMG-driven Musculoskeletal Model of Shoulder and Elbow Based on Neural Networks 会议论文
Proceedings of 7th International Conference on Advanced Computational Intelligence, Mount Wuyi, Fujian, China, March 27-29, 2015
作者:  Liang, Peng;  Zeng-Guang, Hou;  Long, Peng;  Jin, Hu;  Weiqun, Wang
Adobe PDF(1640Kb)  |  收藏  |  浏览/下载：301/76  |  提交时间：2016/01/25
Neural-Network-Based Nonlinear Model Predictive Control for Piezoelectric Actuators 期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2015, 卷号: 62, 期号: 12, 页码: 7717-7727
作者:  Cheng, Long;  Liu, Weichuan;  Hou, ZengGuang;  Yu, Junzhi;  Tan, Min
Adobe PDF(1541Kb)  |  收藏  |  浏览/下载：790/289  |  提交时间：2016/01/18
Neuralnetworks  Nonlinearautoregressive-moving-average With Exogenous Inputs (Narmax)  Piezoelectric Actuator (Pea)  Predictive Control  
BP-AR-BASED HUMAN JOINT ANGLE ESTIMATION USING MULTI-CHANNEL SEMG 期刊论文
INTERNATIONAL JOURNAL OF ROBOTICS & AUTOMATION, 2015, 卷号: 30, 期号: 3, 页码: 227-237
作者:  Tong, Lina;  Zhang, Feng;  Hou, Zeng-Guang;  Wang, Weiqun;  Peng, Liang
Adobe PDF(1650Kb)  |  收藏  |  浏览/下载：460/120  |  提交时间：2015/10/13
Semg-joint Angle Estimation  Rehabilitation  Moving Butterworth Filtering Method  Bp Neural Network  Autoregressive (Ar) Model