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Consensus of Multi-Agent Systems Under Binary-Valued Measurements and Recursive Projection Algorithm 期刊论文
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2020, 卷号: 65, 期号: 6, 页码: 2678-2685
作者:  Wang, Ting;  Zhang, Hang;  Zhao, Yanlong
收藏  |  浏览/下载:143/0  |  提交时间:2020/09/23
Convergence  Consensus algorithm  Projection algorithms  Noise measurement  Estimation  Multi-agent systems  Approximation algorithms  Binary-valued communications  convergence  convergence rate  consensus control  estimate  multi-agent systems  recursive projection algorithm  
Distributed Stochastic Approximation Algorithm With Expanding Truncations 期刊论文
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2020, 卷号: 65, 期号: 2, 页码: 664-679
作者:  Lei, Jinlong;  Chen, Han-Fu
收藏  |  浏览/下载:132/0  |  提交时间:2020/05/24
Distributed optimization  distributed stochastic approximation  expanding truncation  multiagent network  
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:100/0  |  提交时间:2018/07/30
Binary sensor  nonparametric nonlinear system  recursive identification  stochastic approximation  strong consistency  
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:116/0  |  提交时间:2018/07/30
Distributed randomized PageRank algorithm  stochastic approximation  strong consistency  
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:117/0  |  提交时间:2018/07/30
Kernel function  Markov chain  nonlinear ARX system  recursive identification  stochastic approximation  
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
作者:  Chen, Han-Fu
收藏  |  浏览/下载:107/0  |  提交时间:2018/07/30
adaptive regulation  expanding truncations  Hammerstein system  stochastic approximation  Wiener system  
Output tracking for nonlinear stochastic systems by iterative learning control 期刊论文
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2004, 卷号: 49, 期号: 4, 页码: 583-588
作者:  Chen, HF;  Fang, HT
收藏  |  浏览/下载:110/0  |  提交时间:2018/07/30
almost sure (a.s.) convergence  iterative learning control  nonlinear stochastic system  output tracking  stochastic approximation  
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
作者:  Fang, HT;  Chen, HF
收藏  |  浏览/下载:63/0  |  提交时间:2018/07/30
pathwise convergent  stable/instable limit point  stochastic approximation  
A Kiefer-Wolfowitz algorithm with randomized differences 期刊论文
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 1999, 卷号: 44, 期号: 3, 页码: 442-453
作者:  Chen, HF;  Duncan, TE;  Pasik-Duncan, B
收藏  |  浏览/下载:103/0  |  提交时间:2018/07/30
Kiefer-Wolfowitz algorithm  perturbation algorithm  simultaneous stochastic approximation  stochastic approximation with randomized differences