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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 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
Authors:  Zhao, Wenxiao;  Chen, Han-Fu;  Tempo, Roberto;  Dabbene, Fabrizio
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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
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  
Primal-dual algorithm for distributed constrained optimization 期刊论文
SYSTEMS & CONTROL LETTERS, 2016, 卷号: 96, 页码: 110-117
Authors:  Lei, Jinlong;  Chen, Han-Fu;  Fang, Hai-Tao
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Distributed constrained optimization  Primal-dual algorithm  Augmented Lagrange method  Multi-agent network  
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
Authors:  Lei, Jinlong;  Chen, Han-Fu
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Distributed randomized PageRank algorithm  stochastic approximation  strong consistency  
Recursive estimation for ordered eigenvectors of symmetric matrix with observation noise 期刊论文
JOURNAL OF MATHEMATICAL ANALYSIS AND APPLICATIONS, 2011, 卷号: 382, 期号: 2, 页码: 822-842
Authors:  Chen, Han-Fu;  Fang, Hai-Tao;  Zhang, Li-Li
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Principal component analysis (PCA)  Recursive algorithm  Stochastic approximation  Ordered convergence  Convergence rate  
New results on recursive identification of NARX systems 期刊论文
INTERNATIONAL JOURNAL OF ADAPTIVE CONTROL AND SIGNAL PROCESSING, 2011, 卷号: 25, 期号: 10, 页码: 855-875
Authors:  Zhao, Wen-Xiao;  Chen, Han-Fu;  Zhou, Tong
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nonlinear ARX system  Hammerstein system  recursive identification  convergence rate  stochastic approximation  Markov chain  
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  
New Approach to Recursive Identification for ARMAX Systems 期刊论文
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2010, 卷号: 55, 期号: 4, 页码: 868-879
Authors:  Chen, Han-Fu
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ARMAX identification  convergence  recursive estimation  stochastic approximation