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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
Authors:  Zhao, Wenxiao;  Chen, Han-Fu;  Bai, Er-Wei;  Li, Kang
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Nonlinear ARX system  Variable selection  Local linear estimator  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
Authors:  Mu, Biqiang;  Chen, Han-Fu;  Wang, Le Yi;  Yin, George;  Zheng, Wei Xing
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Asymptotic normality  Hammerstein system  kernel function  nonparametric approach  recursive estimation  stochastic approximation  strong consistency  
Recursive Identification for MIMO Hammerstein Systems 期刊论文
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2011, 卷号: 56, 期号: 4, 页码: 895-902
Authors:  Chen, Xing-Min;  Chen, Han-Fu
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Kernel estimate  MIMO Hammerstein system  recursive identification  stochastic approximation  
Recursive Identification for Nonlinear ARX Systems Based on Stochastic Approximation Algorithm 期刊论文
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2010, 卷号: 55, 期号: 6, 页码: 1287-1299
Authors:  Zhao, Wen-Xiao;  Chen, Han-Fu;  Zheng, Wei Xing
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Kernel function  Markov chain  nonlinear ARX system  recursive identification  stochastic approximation  
Nonparametric approach to identifying NARX systems 期刊论文
JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY, 2010, 卷号: 23, 期号: 1, 页码: 3-21
Authors:  Song, Qijiang;  Chen, Han-Fu
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alpha-mixing  geometrically ergodic  Markov chains  NARX  nonparametric  recursive estimate  stochastic approximation  strongly consistent  
ACTA MATHEMATICA SCIENTIA, 2009, 卷号: 29, 期号: 3, 页码: 650-672
Authors:  Chen, Han-Fu
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recursive identification  ARMAX  Hammerstein systems  Wiener systems  nonlinear ARX systems  stochastic approximation  convergence  
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
Authors:  Song, Qijiang;  Chen, Hanfu
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recursive identification  stochastic approximation  strong consistency  Wiener system  Weierstrass transformation  
Identification of Wiener systems with nonlinearity being piecewise-linear function 期刊论文
Science in China. Series F: Information Sciences, 2008, 卷号: 51, 期号: 1, 页码: 1
Authors:  HUANG YiQing;  CHEN HanFu;  FANG HaiTao
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Recursive identification for Wiener model with discontinuous piece-wise linear function 期刊论文
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2006, 卷号: 51, 期号: 3, 页码: 390-400
Authors:  Chen, HF
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identification  kernel function  strong consistency  Wiener system  
Strong consistence of recursive identification for Wiener systems 期刊论文
AUTOMATICA, 2005, 卷号: 41, 期号: 11, 页码: 1905-1916
Authors:  Hu, XL;  Chen, HF
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Wiener system  nonparametric nonlinearity  recursive estimate  strong consistency  stochastic approximation