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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:71/0  |  提交时间:2023/02/07
Distributed estimation  mean square convergence  noises  recursive least squares  strong consistency  
Convergence of a Distributed Least Squares 期刊论文
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2021, 卷号: 66, 期号: 10, 页码: 4952-4959
作者:  Xie, Siyu;  Zhang, Yaqi;  Guo, Lei
收藏  |  浏览/下载:103/0  |  提交时间:2022/04/02
Convergence  Estimation  Symmetric matrices  Stochastic processes  Task analysis  Complexity theory  Adaptive control  Convergence  cooperative excitation  diffusion strategies  distributed estimation  least squares (LS)  martingale theory  regret  
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
收藏  |  浏览/下载:120/0  |  提交时间:2021/10/26
Convex optimization  nonlinear autoregressive systems with exogenous inputs (NARX)  nonparametric  identification  stochastic approximation  strong consistency  
Distributed Computation of Linear Matrix Equations: An Optimization Perspective 期刊论文
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2019, 卷号: 64, 期号: 5, 页码: 1858-1873
作者:  Zeng, Xianlin;  Liang, Shu;  Hong, Yiguang;  Chen, Jie
收藏  |  浏览/下载:167/0  |  提交时间:2020/01/10
Constrained convex optimization  distributed computation  least squares solution  linear matrix equation  substitutional decomposition  
Analysis of Distributed Adaptive Filters Based on Diffusion Strategies Over Sensor Networks 期刊论文
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2018, 卷号: 63, 期号: 11, 页码: 3643-3658
作者:  Xie, Siyu;  Guo, Lei
收藏  |  浏览/下载:157/0  |  提交时间:2019/01/11
Diffusion strategies  distributed adaptive filters  least mean squares  stochastic stability  tracking performance  
Simultaneous Identification and Stabilization of Nonlinearly Parameterized Discrete-Time Systems by Nonlinear Least Squares Algorithm 期刊论文
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2016, 卷号: 61, 期号: 7, 页码: 1810-1823
作者:  Li, Chanying;  Chen, Michael Z. Q.
收藏  |  浏览/下载:103/0  |  提交时间:2018/07/30
Disturbances  identification  nonlinear least squares  nonlinearly parameterized systems  stabilization  uncertainties  
Strong consistency of recursive identification for Hammerstein systems with discontinuous piecewise-linear memoryless block 期刊论文
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2005, 卷号: 50, 期号: 10, 页码: 1612-1617
作者:  Chen, HF
收藏  |  浏览/下载:91/0  |  提交时间:2018/07/30
Hammerstein system  least squares  parametric approach  recursive estimation  strong consistency  
Adaptive continuous-time linear quadratic Gaussian control 期刊论文
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 1999, 卷号: 44, 期号: 9, 页码: 1653-1662
作者:  Duncan, TE;  Guo, L;  Pasik-Duncan, B
收藏  |  浏览/下载:81/0  |  提交时间:2018/07/30
adaptive control  least-squares  linear-quadratic-Gaussian  linear stochastic systems  optimality  
Prediction-based discrete-time adaptive nonlinear stochastic control 期刊论文
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 1999, 卷号: 44, 期号: 9, 页码: 1725-1729
作者:  Wei, C;  Guo, L
收藏  |  浏览/下载:97/0  |  提交时间:2018/07/30
adaptive nonlinear control  discrete time  global stability  prediction  stochastic systems  
Robust estimation without positive real condition 期刊论文
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 1998, 卷号: 43, 期号: 7, 页码: 938-943
作者:  Li, RS;  Hong, HM
收藏  |  浏览/下载:100/0  |  提交时间:2018/07/30
adaptive control  least squares  robust estimation  stochastic system  unmodeled dynamics