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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
作者:  Liu, Zhaobo;  Li, Chanying
收藏  |  浏览/下载:74/0  |  提交时间:2023/02/07
Distributed estimation  mean square convergence  noises  recursive least squares  strong consistency  
System Identification With Binary-Valued Observations Under Data Tampering Attacks 期刊论文
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2021, 卷号: 66, 期号: 8, 页码: 3825-3832
作者:  Guo, Jin;  Wang, Xuebin;  Xue, Wenchao;  Zhao, Yanlong
收藏  |  浏览/下载:164/0  |  提交时间:2021/10/26
Estimation  Sensor systems  Security  Communication networks  Automation  Production  Binary-valued observations  compensation-oriented defense scheme  data tampering attack  system identification  
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
作者:  Zhao, Wenxiao;  Weyer, Erik;  Yin, George
收藏  |  浏览/下载:123/0  |  提交时间:2021/10/26
Convex optimization  nonlinear autoregressive systems with exogenous inputs (NARX)  nonparametric  identification  stochastic approximation  strong consistency  
Distributed Kalman Filters With State Equality Constraints: Time-Based and Event-Triggered Communications 期刊论文
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2020, 卷号: 65, 期号: 1, 页码: 28-43
作者:  He, Xingkang;  Hu, Chen;  Hong, Yiguang;  Shi, Ling;  Fang, Hai-Tao
收藏  |  浏览/下载:178/0  |  提交时间:2020/05/24
Kalman filters  Observability  Covariance matrices  STEM  Protocols  State estimation  Collective observability  communication rate  consistency  distributed kalman filter  event-triggered  multiagent systems  state equality constraint (SEC)  
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:105/0  |  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:146/0  |  提交时间:2018/07/30
Asymptotic normality  Hammerstein system  kernel function  nonparametric approach  recursive estimation  stochastic approximation  strong consistency  
Simultaneous Identification and Stabilization of Nonlinearly Parameterized Discrete-Time Systems by Nonlinear Least Squares Algorithm 期刊论文
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2016, 卷号: 61, 期号: 7, 页码: 1810-1823
作者:  Li, Chanying;  Chen, Michael Z. Q.
收藏  |  浏览/下载:105/0  |  提交时间:2018/07/30
Disturbances  identification  nonlinear least squares  nonlinearly parameterized systems  stabilization  uncertainties  
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
作者:  Lei, Jinlong;  Chen, Han-Fu
收藏  |  浏览/下载:118/0  |  提交时间:2018/07/30
Distributed randomized PageRank algorithm  stochastic approximation  strong consistency  
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
作者:  Chen, Xing-Min;  Chen, Han-Fu
收藏  |  浏览/下载:106/0  |  提交时间:2018/07/30
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
作者:  Zhao, Wen-Xiao;  Chen, Han-Fu;  Zheng, Wei Xing
收藏  |  浏览/下载:121/0  |  提交时间:2018/07/30
Kernel function  Markov chain  nonlinear ARX system  recursive identification  stochastic approximation