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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
Authors:  Liu, Zhaobo;  Li, Chanying
Favorite  |  View/Download:47/0  |  Submit date:2023/02/07
Distributed estimation  mean square convergence  noises  recursive least squares  strong consistency  
Performance analysis of the compressed distributed least squares algorithm 期刊论文
SYSTEMS & CONTROL LETTERS, 2022, 卷号: 164, 页码: 9
Authors:  Gan, Die;  Liu, Zhixin
Favorite  |  View/Download:80/0  |  Submit date:2023/02/07
Sparse signal  Compressive sensing  Distributed least squares  Performance analysis  
DISTRIBUTED ORDER ESTIMATION OF ARX MODEL UNDER 期刊论文
SIAM JOURNAL ON CONTROL AND OPTIMIZATION, 2022, 卷号: 60, 期号: 3, 页码: 1519-1545
Authors:  Gan, D. I. E.;  Liu, Zhixin
Favorite  |  View/Download:115/0  |  Submit date:2023/02/07
distributed order estimation  cooperative excitation condition  distributed least squares  convergence  
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
Authors:  Xie, Siyu;  Zhang, Yaqi;  Guo, Lei
Favorite  |  View/Download:90/0  |  Submit date: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  
Distributed optimisation approach to least-squares solution of Sylvester equations 期刊论文
IET CONTROL THEORY AND APPLICATIONS, 2020, 卷号: 14, 期号: 18, 页码: 2968-2976
Authors:  Deng, Wen;  Zeng, Xianlin;  Hong, Yiguang
Favorite  |  View/Download:119/0  |  Submit date:2021/01/14
least squares approximations  distributed control  stability  distributed algorithms  continuous time systems  matrix algebra  convex programming  multi-robot systems  convex optimisation  distributed optimisation approach  least-squares solution  Sylvester equations  distributed algorithms  multiagent network  problem setup  interconnected system  local information  data matrices  neighbour agents  continuous-time algorithms  optimisation problem  
Network flows that solve least squares for linear equations 期刊论文
AUTOMATICA, 2020, 卷号: 120, 页码: 12
Authors:  Liu, Yang;  Lou, Youcheng;  Anderson, Brian D. O.;  Shi, Guodong
Favorite  |  View/Download:195/0  |  Submit date:2020/11/18
Distributed algorithms  Linear equation  Least-squares solutions  
Distributed gradient-based sampling algorithm for least-squares in switching multi-agent networks 期刊论文
SCIENCE CHINA-INFORMATION SCIENCES, 2020, 卷号: 63, 期号: 9, 页码: 3
Authors:  Lin, Peng;  Qi, Hongsheng
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Analysis of compressed distributed adaptive filters 期刊论文
AUTOMATICA, 2020, 卷号: 112, 页码: 10
Authors:  Xie, Siyu;  Guo, Lei
Favorite  |  View/Download:124/0  |  Submit date:2020/05/24
Sparse signal  Compressive sensing  Distributed adaptive filters  Consensus strategies  Compressed information condition  Stochastic stability  
Distributed optimisation design for solving the Stein equation with constraints 期刊论文
IET CONTROL THEORY AND APPLICATIONS, 2019, 卷号: 13, 期号: 15, 页码: 2492-2499
Authors:  Chen, Guanpu;  Zeng, Xianlin;  Hong, Yiguang
Favorite  |  View/Download:130/0  |  Submit date:2020/05/24
least squares approximations  gradient methods  convergence  matrix algebra  concave programming  multi-agent systems  distributed optimisation design  Stein equations  set constraints  rows  columns  coefficient matrices  equivalent distributed optimisation problem  projection-based algorithm  least-squares solution  constrained Stein equation  multiagent system network  simplified distributed algorithm  
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
Authors:  Zeng, Xianlin;  Liang, Shu;  Hong, Yiguang;  Chen, Jie
Favorite  |  View/Download:153/0  |  Submit date:2020/01/10
Constrained convex optimization  distributed computation  least squares solution  linear matrix equation  substitutional decomposition