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Linear Stochastic Approximation Algorithms and Group Consensus Over Random Signed Networks 期刊论文
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2019, 卷号: 64, 期号: 5, 页码: 1874-1889
Authors:  Chen, Ge;  Duan, Xiaoming;  Mei, Wenjun;  Bullo, Francesco
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Terms-Consensus  linear systems  multiagent systems  signed network  stochastic approximation (SA)  
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
Authors:  Lei, Jinlong;  Chen, Han-Fu
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Distributed randomized PageRank algorithm  stochastic approximation  strong consistency  
oncontrolofstrongconsensusfornetworkedagentswithnoisyobservations 期刊论文
journalofsystemsscienceandcomplexity, 2012, 卷号: 025, 期号: 001, 页码: 1
Authors:  Fang Haitao;  Chen Hanfu;  Wen Lei
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Nonparametric approach to identifying NARX systems 期刊论文
JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY, 2010, 卷号: 23, 期号: 1, 页码: 3-21
Authors:  Song, Qijiang;  Chen, Han-Fu
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alpha-mixing  geometrically ergodic  Markov chains  NARX  nonparametric  recursive estimate  stochastic approximation  strongly consistent  
nonparametricapproachtoidentifyingnarxsystems 期刊论文
journalofsystemsscienceandcomplexity, 2010, 卷号: 000, 期号: 001, 页码: 3
Authors:  Qijiang SONG;  HanFu CH1N
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Identification of errors-in-variables systems with ARMA observation noises 期刊论文
SYSTEMS & CONTROL LETTERS, 2008, 卷号: 57, 期号: 5, 页码: 420-424
Authors:  Song, Qi-jiang;  Chen, Han-Fu
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errors-in-variables  identification  recursive estimate  strong consistency  stochastic approximation  ARMA  
Adaptive regulator for Hammerstein and Wiener systems with noisy observations 期刊论文
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2007, 卷号: 52, 期号: 4, 页码: 703-709
Authors:  Chen, Han-Fu
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adaptive regulation  expanding truncations  Hammerstein system  stochastic approximation  Wiener system  
Optimal adaptive regulation for nonlinear systems with observation noise 期刊论文
JOURNAL OF INDUSTRIAL AND MANAGEMENT OPTIMIZATION, 2007, 卷号: 3, 期号: 1, 页码: 155-164
Authors:  Hu, Xiao-Li;  Chen, Han-Fu
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adaptive regulation  nonlinear system  stochastic approximation  
Stochastic approximation with state-dependent noise 期刊论文
SCIENCE IN CHINA SERIES E-TECHNOLOGICAL SCIENCES, 2000, 卷号: 43, 期号: 5, 页码: 531-541
Authors:  Chen, HF
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stochastic approximation  convergence  state-dependent noise  
Stability and instability of limit points for stochastic approximation algorithms 期刊论文
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2000, 卷号: 45, 期号: 3, 页码: 413-420
Authors:  Fang, HT;  Chen, HF
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pathwise convergent  stable/instable limit point  stochastic approximation