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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:5/0  |  Submit date:2021/10/26
Convex optimization  nonlinear autoregressive systems with exogenous inputs (NARX)  nonparametric  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:14/0  |  Submit date:2018/07/30
nonlinear ARX system  Hammerstein system  recursive identification  convergence rate  stochastic approximation  Markov chain  
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
Favorite  |  View/Download:15/0  |  Submit date:2018/07/30
Kernel function  Markov chain  nonlinear ARX system  recursive identification  stochastic approximation