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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
Authors:  Lei, Jinlong;  Chen, Han-Fu
Favorite  |  View/Download:8/0  |  Submit date:2020/05/24
Distributed optimization  distributed stochastic approximation  expanding truncation  multiagent network  
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
Favorite  |  View/Download:6/0  |  Submit date:2018/07/30
adaptive regulation  expanding truncations  Hammerstein system  stochastic approximation  Wiener system  
Asymptotic properties of sign algorithms for adaptive filtering 期刊论文
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2003, 卷号: 48, 期号: 9, 页码: 1545-1556
Authors:  Chen, HF;  Yin, G
Favorite  |  View/Download:5/0  |  Submit date:2018/07/30
almost sure convergence  diffusion limit  ergodicity  expanding truncation  rate of convergence  sign algorithm