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Variable selection of high-dimensional non-parametric nonlinear systems by derivative averaging to avoid the curse of dimensionality 期刊论文
AUTOMATICA, 2019, 卷号: 101, 页码: 138-149
Authors:  Bai, Er-Wei;  Cheng, Changming;  Zhao, Wen-Xiao
Favorite  |  View/Download:5/0  |  Submit date:2019/04/02
Variable selection  Nonlinear identification  Kernel  Non-parametric systems  
DISTRIBUTED SUBGRADIENT-FREE STOCHASTIC OPTIMIZATION ALGORITHM FOR NONSMOOTH CONVEX FUNCTIONS OVER TIME-VARYING NETWORKS 期刊论文
SIAM JOURNAL ON CONTROL AND OPTIMIZATION, 2019, 卷号: 57, 期号: 4, 页码: 2821-2842
Authors:  Wang, Yinghui;  Zhao, Wenxiao;  Hong, Yiguang;  Zamani, Mohsen
Favorite  |  View/Download:0/0  |  Submit date:2019/10/28
distributed stochastic optimization  gradient-/subgadient-free algorithm  nonsmoothness  randomized differences  
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
Favorite  |  View/Download:3/0  |  Submit date: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
Authors:  Zhao, Wenxiao;  Chen, Han-Fu;  Tempo, Roberto;  Dabbene, Fabrizio
Favorite  |  View/Download:4/0  |  Submit date:2018/07/30
Binary sensor  nonparametric nonlinear system  recursive identification  stochastic approximation  strong consistency  
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
Favorite  |  View/Download:4/0  |  Submit date:2018/07/30
nonlinear ARX system  Hammerstein system  recursive identification  convergence rate  stochastic approximation  Markov chain  
Comments on "Identification of Hammerstein nonlinear ARMAX systerns" 期刊论文
AUTOMATICA, 2007, 卷号: 43, 期号: 8, 页码: 1477-1478
Authors:  Zhao, Wenxiao;  Fang, Haitao
Favorite  |  View/Download:3/0  |  Submit date:2018/07/30
Hammerstein system  least squares  identification  
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
Authors:  Zhao, Wen-Xiao;  Chen, Han-Fu
Favorite  |  View/Download:2/0  |  Submit date:2018/07/30
ARX  Hammerstein system  nonparametric nonlinearity  recursive estimate  strong consistency  stochastic approximation