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西悉尼大学Wei Xing Zheng教授来访并作高水平学术报告
点击率:1393 作者:中国科大自动化系 来源:http://auto.ustc.edu.cn 时间:2016-07-14 10:59:35
 

西悉尼大学Wei Xing Zheng教授来访并作高水平学术报告

 

    2016712日,西悉尼大学Wei Xing Zheng教授应自动化系邀请,于当天上午10:00,在电二楼208会议室作了题为“Nonparametric Identification of Nonlinear Autoregressive Systems with Exogenous Inputs”的研究生高水平学术报告。报告会由秦家虎教授主持,我院感兴趣的老师、研究生、本科生参加了本次报告会。



    Wei Xing Zheng教授首先介绍了带外源输入非线性自回归系统及其非参数辨识的基本概念,然后介绍了针对该系统已有的辨识方法,包括直接权重优化法、核方法以及局部线性估计器方法(LLE),接着详细介绍了递归局部线性估计器方法(RLLE),并分析了其收敛性、强一致性和均方误差性能,最后介绍了将该方法应用到可加非线性系统的仿真结果,以及后续的研究方向。整场报告会内容翔实,富于启发性,参加报告会的老师和学生积极向Wei Xing Zheng教授提问,Wei Xing Zheng教授认真地回答了每一个问题,并于会后同感兴趣的同学进行了更深入的交流。



Wei Xing Zheng教授简介:

Wei Xing Zheng received the B.Sc. degree in Applied Mathematics in 1982, the M.Sc. degree in Control Theory and Applications in 1984, and the PhD degree in Control Theory and Applications in 1989, all from Southeast University, Nanjing, China. Over the years, he has held various faculty/research/visiting positions at Southeast University, China; Imperial College of Science, Technology and Medicine, UK; University of Western Australia, Curtin University of Technology, Australia; Munich University of Technology, Germany; University of Virginia, USA; and University of California-Davis, USA. Currently he holds the rank of Full Professor at University of Western Sydney, Australia. Dr. Zheng is a Fellow of IEEE and a Thomson Reuters Highly Cited Researcher. Previously, he served as an Associate Editor for IEEE Transactions on Circuits and Systems-I: Fundamental Theory and Applications, IEEE Transactions on Automatic Control, IEEE Signal Processing Letters, IEEE Transactions on Circuits and Systems-II: Express Briefs, and IEEE Transactions on Fuzzy Systems, and as a Guest Editor for IEEE Transactions on Circuits and Systems-I: Regular Papers. Currently, he is an Associate Editor for Automatica, IEEE Transactions on Automatic Control (the second term), IEEE Transactions on Cybernetics, IEEE Transactions on Neural Networks and Learning Systems, and other scholarly journals.


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