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刘洪海    
教授    
    
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上海交大机械与动力工程学院A楼916室
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教育背景
时间
毕业院校
学历
2000.01-2003.07
伦敦大学国王学院
博士
工作经历
2014.08-至今    上海交通大学机械与动力学院,教授
2005.09-2016.09 英国朴茨茅斯大学计算学院,高级讲师,副教授,教授
2003.04-2005.09 英国阿伯丁大学计算学院,博后研究员
2002.05-2002.12 英国伦敦大学工程学院,  研究员
出访及挂职经历
研究方向
机器智能 (Machine Intelligence)
可穿戴机器人与生物传感技术 (Wearable Robotics and Human Motion Sensing)
科研项目
代表性论文专著
Ouyang, G., Zhu, X., Ju, Z. and Liu, H. (2014) Dynamical Characteristics of Surface EMG Signals of Hand Grasps via Recurrence Plot, IEEE Journal of Biomedical and Health Informatics, 18(1):257-266
Ju, Z., Ouyang, G., Wilamowska-Korsak, M. and Liu, H. (2013) Surface EMG based Hand Manipulation Identification via Nonlinear Feature Extraction and Classification, IEEE Sensor Journal, 13(9):3302-3311.
Liu, H., Chen, S. and Kubota, N.. (2013) Intelligent Video Systems and Analytics: A Survey, IEEE Transactions on Industrial Informatics, 9(3):1222-1233
Lam, H.K., Marimani, M., Li, H., Liu, H. (2013) Stability Analysis of Polynomial-Fuzzy-Model-Based Control Systems using Switching Polynomial Lyapunov Function, IEEE Transactions on Fuzzy Systems, 21(5):800-813.
Li, H., Yu, J., Hilton, C. and Liu, H. (in press) Adaptive Sliding Mode Control for Nonlinear Active Suspension Vehicle Systems using T-S Fuzzy Approach, IEEE Transactions on Industrial Electronics.
Zhou, H., Hu, H., Liu, H. and Tang, J. (2012) Classification of Upper Limb Motion Trajectories using Shape Features, IEEE Transactions on Systems, Man and Cybernetics, Part C, 42(6): 970-982.
Ju, Z. and Liu, H. (2012) Fuzzy Gaussian Mixture Models, Pattern Recognition, 45(3): 1146-1158
Liu, H. (2011) Exploring Human Hand Capabilities into Embedded Multifingered Object Manipulation, IEEE Transaction on Industrial Informatics, 7(3):389-398.
Ju, Z., Liu, H. (2011) A Unified Fuzzy Framework for Human Hand Motion Recognition, IEEE Transactions on Fuzzy Systems, 19(5):901-903
Morgan, I. and Liu, H. (in press), Detection and Diagnosis of Incipient Faults in Heavy Duty Diesel Engines, IEEE Transactions on Industrial Electronics
Chan, C.S. and Liu, H. (2009) Fuzzy Qualitative Human Motion Analysis, IEEE Transactions on Fuzzy Systems, 17(4):851-862.
Morgan, I. and Liu, H. (2009) Predicting Future States with n-Dimensional Markov Chains for Fault Diagnosis, IEEE Transactions on Industrial Electronics, 56(5):1174-1781.
Liu, H., Brown, D.J. and Coghill, G.M. (2008) Fuzzy Qualitative Robot Kinematics, IEEE Transactions on Fuzzy Systems, 16(3):808-822
教学工作
软件版权登记及专利
学术兼职
Associate Editor for IEEE Transactions on Industrial Informatics, IEEE Transactions on Human-Machine Systems.
荣誉奖励
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