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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
作者:  Bai, Er-Wei;  Cheng, Changming;  Zhao, Wen-Xiao
收藏  |  浏览/下载：172/0  |  提交时间：2019/04/02
Variable selection  Nonlinear identification  Kernel  Non-parametric systems  
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
作者:  Zhao, Wenxiao;  Chen, Han-Fu;  Tempo, Roberto;  Dabbene, Fabrizio
收藏  |  浏览/下载：113/0  |  提交时间：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
作者:  Mu, Biqiang;  Chen, Han-Fu;  Wang, Le Yi;  Yin, George;  Zheng, Wei Xing
收藏  |  浏览/下载：152/0  |  提交时间：2018/07/30
Asymptotic normality  Hammerstein system  kernel function  nonparametric approach  recursive estimation  stochastic approximation  strong consistency  
Decision-Based System Identification and Adaptive Resource Allocation 期刊论文
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2017, 卷号: 62, 期号: 5, 页码: 2166-2179
作者:  Guo, Jin;  Mu, Biqiang;  Wang, Le Yi;  Yin, George;  Xu, Lijian
收藏  |  浏览/下载：117/0  |  提交时间：2018/07/30
Complexity  decision  resource allocation  system identification  
Necessary and sufficient conditions for bounded distributed mean square tracking of multi-agent systems with noises 期刊论文
INTERNATIONAL JOURNAL OF ROBUST AND NONLINEAR CONTROL, 2016, 卷号: 26, 期号: 4, 页码: 631-645
作者:  Li, Wuquan;  Li, Tao;  Xie, Lihua;  Zhang, Ji-Feng
收藏  |  浏览/下载：109/0  |  提交时间：2018/07/30
distributed tracking  noises  leader-following  multi-agent systems  
State estimation with quantised innovations and communication channels 期刊论文
IET Control Theory and Applications, 2015, 卷号: 9, 期号: 17, 页码: 2606-2612
作者:  Guo, Jin;  Zhao, Yanlong;  Sun, Chang-Yin
收藏  |  浏览/下载：114/0  |  提交时间：2018/07/30
Identification of linear continuous-time systems under irregular and random output sampling 期刊论文
AUTOMATICA, 2015, 卷号: 60, 页码: 100-114
作者:  Mu, Biqiang;  Guo, Jin;  Wang, Le Yi;  Yin, George;  Xu, Lijian;  Zheng, Wei Xing
收藏  |  浏览/下载：108/0  |  提交时间：2018/07/30
Linear continuous-time system  Irregular and random sampling  Identifiability  Iterative algorithm  Recursive algorithm  Strong consistency  Asymptotical normality