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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
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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:45/0  |  Submit date:2023/02/07
Distributed system identification  Binary-valued sensor  Stochastic approximation  Consensus  Convergence  Strong consistency  

Identification and adaptation with binary-valued observations under non-persistent excitation condition

期刊论文

AUTOMATICA, 2022, 卷号: 138, 页码: 9
Authors:  Zhang, Lantian;  Zhao, Yanlong;  Guo, Lei
Favorite  |  View/Download:23/0  |  Submit date:2023/02/07
Binary-valued observation  Quasi-Newton algorithm  Identification  Persistent excitation  Martingales  Adaptation  
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:88/0  |  Submit date:2022/06/21
Identifiability  Discrete-time  Nonlinear parametrization  Random noises  Strong consistency  
DISTRIBUTED ORDER ESTIMATION OF ARX MODEL UNDER 期刊论文
SIAM JOURNAL ON CONTROL AND OPTIMIZATION, 2022, 卷号: 60, 期号: 3, 页码: 1519-1545
Authors:  Gan, D. I. E.;  Liu, Zhixin
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distributed order estimation  cooperative excitation condition  distributed least squares  convergence  
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
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Closed-loop identification  Strong consistency  Nonlinear estimator  Parametric systems  Random noises  
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
Authors:  Guo, Jin;  Wang, Xuebin;  Xue, Wenchao;  Zhao, Yanlong
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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
Authors:  Zhao, Wenxiao;  Weyer, Erik;  Yin, George
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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
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Stochastic system  Sparse identification  Feedback control  Strong consistency  
Asymptotic properties of distributed social sampling algorithm 期刊论文
SCIENCE CHINA-INFORMATION SCIENCES, 2020, 卷号: 63, 期号: 1, 页码: 15
Authors:  Liu, Qian;  He, Xingkang;  Fang, Haitao
Favorite  |  View/Download:113/0  |  Submit date:2020/05/24
social networks  opinion formation  social sampling  stochastic approximation  random networks  asymptotic normality