孙富春(Sun Fuchun)是一位中国
人工智能领域的专家,现任
清华大学计算机科学与技术系教授和博士生导师。他在智能控制与机器人、非线性与复杂系统的建模与控制、网络控制系统、模式识别与智能系统、目标检测、识别与跟踪技术以及多源信息融合等方向进行研究。孙富春于1998年获得
清华大学计算机应用专业博士学位,并在清华大学自动化系从事博士后研究。他还担任国家
国家高技术研究发展计划专家组成员、
大连海事大学讲座教授和博士生导师,以及多个国际刊物和学会的编委。孙富春在智能系统理论、神经网络、模糊系统和机器人
动力学及智能控制方面的研究工作取得了重要成果。
人物经历
教育经历
工作经历
1998年1月至2000年1月在清华大学自动化系从事博士后研究。
2000年至今在计算机科学与技术系工作。
主要成就
科研成就
研究方向
智能控制与机器人,非线性与复杂系统的建模与控制,网络控制系统,模式识别与智能系统,目标检测、识别与跟踪技术,多源信息融合。
著作
孙富春,
孙增圻,
张钹,机械手的神经网络稳定自适应控制,
高教社,2004。
孙富春,朱纪洪,刘国梁(译),机械人学导论,
电子工业出版社,2004。
孙富春,吴凤鸽,“Chapter 8: A discrete-
时间 jump fuzzy system approach to networked control system
设计 ,” in Networked Control Systems: Theory and Applications,
电子数据系统 飞跃鞋Wang & Derong Liu, West Publishing Company: March 2007。
孙富春,
吴昊,空间机器人:
动力学、规划与控制,
清华大学出版社(待出版)。
国际期刊
2007
Fuchun Sun, Li Li, Hanxiong Li & Huaping Liu, “Neuro-fuzzy dynamic-inversion- based adaptive control for robotic manipulators-discrete
时间 case,” IEEE Trans. On Industrial
电子学, 2007, 54(3): 1342-1351.
Huaping Liu,Daniel W.C. Ho,Fuchun Sun, “A constructive approach to approximate linear periodic systems,” IEEE Transactions on Automatic Control, 2007, 52(3): 541-546.
Zhongyi Chu, Fuchun Sun, Hao Wu, “Motion control of electrical driven free-floating space manipulator,”?International Journal for Information & Systems Sciences, 2007, pp. 526-640.
Hao Wu, Fuchun Sun, Huaping Liu, “Fuzzy Particle Filtering for Uncertain Systems,” IEEE Trans. Fuzzy Systems, To appear in 2007.
Wu Hao, Sun Fuchun, “Adaptive kriging control of discrete-
时间 nonlinear systems,” IEE Proceedings- Control Theory and Applications, To appear in 2007.
2006
Tang Yuangang,Sun Fuchun,Sun Zengqi,“Neural network control of flexible-link manipulators using sliding mode,”Neurocomputing, 2006, 70:288-295.
Tang Yuangang,Sun Fuchun,Sun Zengqi, Hu tingliang,“ Tip position control of a flexible-link manipulator with neural network,” International Journal of Control,
自动化技术, and Systems, 2006, 4(3): 308-317.
Liu Huaping, Sun Fuchun, El-Kebir Boukas, “Robust control of uncertain discrete-
时间 Markovian junp systems with actuator
色彩饱和度,” International Journal of Control, 2006, 79(7): 805-812.
Liu Huaping,,El-Kebir Boukas, Sun Fuchun,Daniel W.C. Ho, “Controller
设计 for Markovian jumping systems subject to actuator saturation,” Automatica, 2006, 42(3): 459-465.
Li Qing , Sun Fuchun, “Obstacle detection in clustered traffic environment based on candidate generation and classification,” International Journal of Computers, Communications & Control, 2006, 1(4): 93-99.
2005
Sun Fuchun, Sun Zengqi & Li Hanxiong, “Stable adaptive controller
设计 of robotic manipulators via neuro-fuzzy dynamic inversion,”Journal of Robotic Systems, 2005, 2005, 22(12):809-819.
Sun Fuchun, Hu Yenan, Huaping, “Stability analysis and robust controller design for uncertain discrete-
时间 singularly perturbed systems,”
动力学 of Continuous, Discrete and Impulse Systems — Series B: Applications and Algorithms, 2005, 12(5,6): 849-865.
Sun Fuchun, Liu Huaping, He Kezhong,“Reduced-order H∞ filtering for linear systems with Markovian jump parameters ”, Systems and Control Letters, 2005,54(8):739-746.
Sun Fuchun, Wu hao, Liu Huaping, “Neuro-fuzzy adaptive control for flexible-link robots including motor
动力学,” Dynamics of Continuous Discrete and Impulsive Systems-Series B-Applications & Algorithms, 2005, 12(sul): 551-556.
Liu Huaping, Sun Fuchun, Sun Zengqi,“Stability analysis and synthesis of fuzzy singularly perturbed systems,” IEEE Trans. On?Fuzzy Systems, 2005, 13(2):273-284.
Liu Huaping, Sun Fuchun, Hu Yenan, “H_infinity control for fuzzy singularly perturbed systems,” Fuzzy Sets and Systems, 2005, 155(2):272-291.
Liu Huaping, Sun Fuchun, Sun Zengqi, “Comments on: “Control of chaotic dynamical systems using support vector machines,” Physics Letters A, 2005, 342 (3): 278-279.
Wu Fengge, Sun Fuchun, Sun Zengqi, “A neuro-fuzzy controller for networked control systems via a discrete-
时间 fuzzy system approach,”
动力学 of Continuous Discrete and Impulsive Systems-Series B-Applications & Algorithms, 2005, 1: 417-421.
Tang Yuangang, Sun Fuchun, Sun Zengqi, “Robust backstepping control of flexible- link manipulators using neural networks,”
动力学 of Continuous Discrete and Impulsive Systems-Series B-Applications & Algorithms, 2005, 1: 62-66.
Wu Fengge, Sun Fuchun, Yu Ke, Zheng Changwe, “Performance Evaluation on a Double-Layered Satellite Network,” International Journal of Satellite Communication and Systems, 2005, 23(6):359-371.
Wang Junfeng, Li Lei, Sun Fuchun,“A probability-guranteed adaptive timeout algorithm for high-speed network flow detection,”
计算机 Networks, 2005, 48(2): 215-233.
Wu Licheng, Sun Zengqi, Sun Fuchun, “A dynamic optimization approach of flexible redundant manipulators for vibration reducing and torque minimization,”
动力学 of Continuous Discrete and Impulsive Systems-Series B-Applications & Algorithms, 2005, 1: 353-357.
Zheng Cangwen, Li Lei, Xu Fangjiang, Sun Fuchun, “Evolutionary route planner for unmanned air vehicles,” IEEE Trans. On Robotics, 2005, 21(4): 609-620.
2004
Sun Fuchun, Liu Huaping, Sun Zengqi. “ Comments on ‘Constrained controller
设计 of discrete Takagi-Sugeno fuzzy models’”Fuzzy Sets and Systems, 2004, 146(2): 473-476.
Liu Huaping, Sun Fuchun,Sun Zengqi, “Reduced-order filtering with
能量topeak 表演 for discrete-
时间 Markovian jumping systems,” IMA Journal of Mathematical Control and Information, 2004, 21(2): 143-158.
Liu Huaping, Sun Fuchun, He Kezhong, Sun Zengqi,“
设计 of reduced-order H∞ filter for Markovian jump linear systems with
时间delay,” IEEE Transactions on Circuits and Systems, Part II ---- Express Briefs, 2004, 51(11):607-612.
Liu Huaping, Sun Fuchun, Sun Zengqi.“H∞ control for Markov jump linear singularly perturbed systems,” IEE Proceedings -- Control Theory and Applications, 2004,151(5):637-644.
Wu Hao, Sun Fuchun, Sun Zengqi, Wu Licheng, “Optimal trajectory planning of a flexible dual-arm space robot with vibration reduction,” Journal of Intelligent and Robotic Systems,2004,40(2):147-163.
Zhao?Ni,Sun Fuchun, “Comments on ‘Fuzzy control
设计 for nonlinear singularly perturbed systems with pole placement constraints: an LMI approach ’” IEEE Transactions on Systems, Man and Cybernetics, 2004, 34(6):2422.
Wang Yan, Sun Zengqi, Sun Fuchun, “Robust fuzzy control of a class of nonlinear descriptor systems with
时间varying delay,” International Journal of Control,
自动化技术 and Systems, 2004, 2(1): 76-82.
2003--1997
Sun Fuchun, Sun Zengqi, Li Lei, “Adaptive dynamic neuro-fuzzy controller
设计 of robotic manipulators,” Fuzzy Sets and Systems, 2003, 134(1): 117-133.
Sun Fuchun, Sun Zengqi, “Hybrid neuro-fuzzy adaptive control for flexible-link manipulators,” International Journal of Fuzzy Systems, 2003, 5(2): 89-97.
Sun Fuchun, Li Hanxiong, Li Lei, “Robot discrete adaptive control based on dynamic inversion using dynamical neural networks,” Automatica, 2002, 38(11): 1977-1983.
Sun Fuchun, Sun Zengqi & Woo Pengyun, "Neural network-based adaptive controller
设计 of robot manipulators with an observer,” IEEE Trans. on Neural Networks, 2001, 12(1): 54-67.
Sun Fuchun, Sun Zengqi, Chen Yaobin & Zhang Rongjun, "Neural adaptive tracking controller for robot manipulators with unknown
动力学," IEE Proceedings, Part D: Control Theory and Applications, 2000, 147(3): 366-370.
Sun Fuchun, Sun Zengqi & Feng Gary,"An adaptive fuzzy controller based on sliding mode for robot manipulators,"IEEE Trans. On Systems, Man, And Cybernetics. (Part B: Cybernetics), 1999, 29(5): 661-667.
Sun Fuchun,Sun Zengqi,Yunyue Zhu & Lu Wenjuan, “Stable neuro-adaptive control for robots with unknown
动力学,” Journal of Intelligent And Robotic Systems. 1999, 26(1): 91-100.
Sun Fuchun, Sun Zengqi, "Robot adaptive control based on dynamic inversion using dynamical neural networks," Machine Intelligence and Robot Control, 1999, 1(2): 71-78.
Sun Fuchun, Sun Zengqi & Woo Pengyun,“Stable neural network-based adaptive control for sampled-
数据 nonlinear systems,” IEEE Trans. on Neural Networks, 1998, 9(5): 956-968.
Sun Fuchun, Sun Zengqi, Guo Muhe & Zhang Rongjun, “A stable neural network-based adaptive controller for robot manipulators,” International Journal of Intelligent and Robotic systems, 1998, 2(3): 413-432.
Sun Fuchun, Sun Zengqi, "Stable sampled-
数据 adaptive control of robots using neural network models,” Journal of Intelligent And Robotic Systems. 1997, 20( 2): 131-155.
Deng Hui, Sun Fuchun, Sun Zengqi, “Observer-based adaptive controller
设计 of flexible manipulators using
时间delay neuro-fuzzy networks,” Journal of Intelligent & Robotic Systems, 2002, 34(4): 453-466.
Zhang Rongjun, Chen Yaobing, Sun Zengqi & Sun Fuchun, "Path control of a
surface ship in restricted waters using sliding mode,” IEEE Trans. On Control System Technology, 2000, 8(4): 722-732.
社会活动
863专家、IEEE Senior Member、
中国人工智能学会理事、中国人工智能学会智能控制与智能管理专业委员会副主任兼秘书长、Soft Computing 副主编、智能技术学报编委、Member of the Technical Committee on Intelligent Control of the IEEE Control System Society。
人才培养
培养成果
译著教材
获得荣誉
人物评价
孙富春,一名杰出的青年学术带头人,一名称职的博士生导师,一名用青春、热情、理想和执著抒写精彩人生的科研工作者。(《
光明日报》评)
孙富春在非线性系统神经网络控制及机器人操作应用领域做出杰出贡献。(电气与电子工程师协会评)
参考资料
孙富春.清华大学互联网产业研究院.2024-03-01
孙富春.清华大学计算机科学与技术系.2024-11-25