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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:24/0
  |  
提交时间: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
作者:
Fu, Kewei
;
Chen, Han-Fu
;
Zhao, Wenxiao
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  |  
浏览/下载:19/0
  |  
提交时间: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
作者:
Li, Chanying
;
Zhang, Xian
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  |  
浏览/下载:2/0
  |  
提交时间: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
作者:
Li, Chanying
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浏览/下载:86/0
  |  
提交时间: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
作者:
Zhao, Wenxiao
;
Weyer, Erik
;
Yin, George
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  |  
浏览/下载:40/0
  |  
提交时间: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
作者:
Zhao, Wenxiao
;
Yin, George
;
Bai, Er-Wei
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浏览/下载:97/0
  |  
提交时间: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
作者:
Fan, Shuqin
;
Zhao, Wei
;
Wan, Alan T. K.
;
Zhou, Yong
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  |  
浏览/下载:41/0
  |  
提交时间: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
作者:
Zhao, Wenxiao
;
Chen, Han-Fu
;
Bai, Er-Wei
;
Li, Kang
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浏览/下载:16/0
  |  
提交时间:2018/07/30
Nonlinear ARX system
Variable selection
Local linear estimator
Strong consistency
Asymptotic Property of M Estimator in Classical Linear Models Under Dependent Random Errors
期刊论文
METHODOLOGY AND COMPUTING IN APPLIED PROBABILITY, 2018, 卷号: Vol.20 No.4, 页码: 1069-1090
作者:
Wang, Xuejun
;
Deng, Xin
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  |  
浏览/下载:8/0
  |  
提交时间:2019/04/24
M estimator
Strong convergence
Strong consistency
Linear model
Widely orthant dependent random errors
62F12
60F15
Weighted version of strong law of large numbers for a class of random variables and its applications
期刊论文
TEST, 2018, 卷号: Vol.27 No.2, 页码: 379-406
作者:
Wu, Yi
;
Wang, Xuejun
;
Hu, Shuhe
;
Yang, Lianqiang
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  |  
浏览/下载:5/0
  |  
提交时间:2019/04/24
Strong law of large numbers
Rosenthal-type inequality
Double index weight
Nonparametric regression model
Simple linear errors-in-variables model
Strong consistency
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