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Local variable selection of nonlinear nonparametric systems by first order expansion 期刊论文
SYSTEMS & CONTROL LETTERS, 2018, 卷号: 111, 页码: 1-8
作者:  Zhao, Wenxiao;  Chen, Han-Fu;  Bai, Er-Wei;  Li, Kang
收藏  |  浏览/下载:138/0  |  提交时间:2018/07/30
Nonlinear ARX system  Variable selection  Local linear estimator  Strong consistency  
Recursive Nonparametric Identification of Nonlinear Systems With Adaptive Binary Sensors 期刊论文
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2017, 卷号: 62, 期号: 8, 页码: 3959-3971
作者:  Zhao, Wenxiao;  Chen, Han-Fu;  Tempo, Roberto;  Dabbene, Fabrizio
收藏  |  浏览/下载:105/0  |  提交时间:2018/07/30
Binary sensor  nonparametric nonlinear system  recursive identification  stochastic approximation  strong consistency  
Recursive Identification of Hammerstein Systems: Convergence Rate and Asymptotic Normality 期刊论文
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2017, 卷号: 62, 期号: 7, 页码: 3277-3292
作者:  Mu, Biqiang;  Chen, Han-Fu;  Wang, Le Yi;  Yin, George;  Zheng, Wei Xing
收藏  |  浏览/下载:146/0  |  提交时间:2018/07/30
Asymptotic normality  Hammerstein system  kernel function  nonparametric approach  recursive estimation  stochastic approximation  strong consistency  
Distributed Randomized PageRank Algorithm Based on Stochastic Approximation 期刊论文
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2015, 卷号: 60, 期号: 6, 页码: 1641-1646
作者:  Lei, Jinlong;  Chen, Han-Fu
收藏  |  浏览/下载:118/0  |  提交时间:2018/07/30
Distributed randomized PageRank algorithm  stochastic approximation  strong consistency  
NEW METHOD OF ORDER ESTIMATION FOR ARMA/ARMAX PROCESSES 期刊论文
SIAM JOURNAL ON CONTROL AND OPTIMIZATION, 2010, 卷号: 48, 期号: 6, 页码: 4157-4176
作者:  Chen, Han-Fu;  Zhao, Wen-Xiao
收藏  |  浏览/下载:109/0  |  提交时间:2018/07/30
ARMA  ARMAX  order estimation  convergence rate  strong consistency  
Adaptive tracking and recursive identification for Hammerstein systems 期刊论文
AUTOMATICA, 2009, 卷号: 45, 期号: 12, 页码: 2773-2783
作者:  Zhao, Wen-Xiao;  Chen, Han-Fu
收藏  |  浏览/下载:92/0  |  提交时间:2018/07/30
Hammerstein system  Weighted least squares  Adaptive tracking  Recursive identification  Optimality  Strong consistency  
Identification for Wiener systems with internal noise 期刊论文
JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY, 2008, 卷号: 21, 期号: 3, 页码: 378-393
作者:  Song, Qijiang;  Chen, Hanfu
收藏  |  浏览/下载:106/0  |  提交时间:2018/07/30
recursive identification  stochastic approximation  strong consistency  Wiener system  Weierstrass transformation  
Identification of errors-in-variables systems with ARMA observation noises 期刊论文
SYSTEMS & CONTROL LETTERS, 2008, 卷号: 57, 期号: 5, 页码: 420-424
作者:  Song, Qi-jiang;  Chen, Han-Fu
收藏  |  浏览/下载:102/0  |  提交时间:2018/07/30
errors-in-variables  identification  recursive estimate  strong consistency  stochastic approximation  ARMA  
Recursive identification for multivariate errors-in-variables systems 期刊论文
AUTOMATICA, 2007, 卷号: 43, 期号: 7, 页码: 1234-1242
作者:  Chen, Han-Fu
收藏  |  浏览/下载:84/0  |  提交时间:2018/07/30
multivariate system  errors-in-variables (EIV) Yule-Walker equation  stochastic approximation  convergence  strong consistency  
Recursive identification for Hammerstein system with ARX subsystem 期刊论文
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2006, 卷号: 51, 期号: 12, 页码: 1966-1974
作者:  Zhao, Wen-Xiao;  Chen, Han-Fu
收藏  |  浏览/下载:109/0  |  提交时间:2018/07/30
ARX  Hammerstein system  nonparametric nonlinearity  recursive estimate  strong consistency  stochastic approximation