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A Note on the Convergence of Distributed RLS 期刊论文
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2022, 卷号: 67, 期号: 12, 页码: 6762-6769
Authors:  Liu, Zhaobo;  Li, Chanying
Favorite  |  View/Download：4/0  |  Submit date：2023/02/07
Distributed estimation  mean square convergence  noises  recursive least squares  strong consistency  
Distributed system identification for linear stochastic systems with binary sensors 期刊论文
AUTOMATICA, 2022, 卷号: 141, 页码: 13
Authors:  Fu, Kewei;  Chen, Han-Fu;  Zhao, Wenxiao
Favorite  |  View/Download：7/0  |  Submit date：2023/02/07
Distributed system identification  Binary-valued sensor  Stochastic approximation  Consensus  Convergence  Strong consistency  
On identifiability of discrete-time nonlinearly parameterized systems 期刊论文
SYSTEMS & CONTROL LETTERS, 2022, 卷号: 160, 页码: 6
Authors:  Li, Chanying;  Zhang, Xian
Favorite  |  View/Download：53/0  |  Submit date：2022/06/21
Identifiability  Discrete-time  Nonlinear parametrization  Random noises  Strong consistency  
Closed-loop identification for a class of nonlinearly parameterized discrete-time systems 期刊论文
AUTOMATICA, 2021, 卷号: 131, 页码: 11
Authors:  Li, Chanying
Favorite  |  View/Download：87/0  |  Submit date：2021/10/26
Closed-loop identification  Strong consistency  Nonlinear estimator  Parametric systems  Random noises  
A General Framework for Nonparametric Identification of Nonlinear Stochastic Systems 期刊论文
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2021, 卷号: 66, 期号: 6, 页码: 2449-2464
Authors:  Zhao, Wenxiao;  Weyer, Erik;  Yin, George
Favorite  |  View/Download：73/0  |  Submit date：2021/10/26
Convex optimization  nonlinear autoregressive systems with exogenous inputs (NARX)  nonparametric  identification  stochastic approximation  strong consistency  
Sparse system identification for stochastic systems with general observation sequences 期刊论文
AUTOMATICA, 2020, 卷号: 121, 页码: 13
Authors:  Zhao, Wenxiao;  Yin, George;  Bai, Er-Wei
Favorite  |  View/Download：110/0  |  Submit date：2021/01/14
Stochastic system  Sparse identification  Feedback control  Strong consistency  
A composite nonparametric product limit approach for estimating the distribution of survival times under length-biased and right-censored data 期刊论文
STATISTICS AND ITS INTERFACE, 2020, 卷号: 13, 期号: 2, 页码: 221-235
Authors:  Fan, Shuqin;  Zhao, Wei;  Wan, Alan T. K.;  Zhou, Yong
Favorite  |  View/Download：113/0  |  Submit date：2020/05/24
Biased data  Composite nonparametric estimator  Almost sure representation  Right-censored  Strong consistency  Product-limit estimator  
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：94/0  |  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：68/0  |  Submit date：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
Authors:  Mu, Biqiang;  Chen, Han-Fu;  Wang, Le Yi;  Yin, George;  Zheng, Wei Xing
Favorite  |  View/Download：90/0  |  Submit date：2018/07/30
Asymptotic normality  Hammerstein system  kernel function  nonparametric approach  recursive estimation  stochastic approximation  strong consistency