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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
Authors:  Xie, Siyu;  Guo, Lei
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Diffusion strategies  distributed adaptive filters  least mean squares  stochastic stability  tracking performance  
Concentration and limit behaviors of stationary measures 期刊论文
PHYSICA D-NONLINEAR PHENOMENA, 2018, 卷号: 369, 页码: 1-17
Authors:  Huang, Wen;  Ji, Min;  Liu, Zhenxin;  Yi, Yingfei
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Fokker-Planck equation  Stationary measure  Limit measure  Concentration  Stochastic stability  White noise perturbation  
ANALYSIS OF NORMALIZED LEAST MEAN SQUARES-BASED CONSENSUS ADAPTIVE FILTERS UNDER A GENERAL INFORMATION CONDITION 期刊论文
SIAM JOURNAL ON CONTROL AND OPTIMIZATION, 2018, 卷号: 56, 期号: 5, 页码: 3404-3431
Authors:  Xie, Siyu;  Guo, Lei
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distributed adaptive filter  consensus algorithm  least mean squares  information condition  stochastic stability  tracking performance  
Mean-square convergence of a symplectic local discontinuous Galerkin method applied to stochastic linear Schrodinger equation 期刊论文
IMA JOURNAL OF NUMERICAL ANALYSIS, 2017, 卷号: 37, 期号: 2, 页码: 1041-1065
Authors:  Chen, Chuchu;  Hong, Jialin;  Ji, Lihai
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symplectic method  local discontinuous Galerkin method  stochastic linear Schrodinger equation  L-2-stability  charge conservation law  mean-square convergence  
Performance bounds of distributed adaptive filters with cooperative correlated signals 期刊论文
SCIENCE CHINA-INFORMATION SCIENCES, 2016, 卷号: 59, 期号: 11, 页码: 10
Authors:  Chen, Chen;  Liu, Zhixin;  Guo, Lei
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distributed adaptive filters  LMS  random process  stochastic stability  graph connectivity  
Exponential stability of the exact and numerical solutions for neutral stochastic delay differential equations 期刊论文
APPLIED MATHEMATICAL MODELLING, 2016, 卷号: 40, 期号: 1, 页码: 19-30
Authors:  Zong, Xiaofeng;  Wu, Fuke
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Neutral stochastic delay differential equations  Moment exponential stability  Euler Maruyama method  Backward Euler Maruyama method  
Stochastic stability of measures in gradient systems 期刊论文
PHYSICA D-NONLINEAR PHENOMENA, 2016, 卷号: 314, 页码: 9-17
Authors:  Huang, Wen;  Ji, Min;  Liu, Zhenxin;  Yi, Yingfei
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Fokker-Planck equation  Gradient systems  Gibbs measure  Limit measure  Stochastic stability  White noise perturbation  
Convergence and stability of implicit compensated Euler method for stochastic differential equations with Poisson random measure 期刊论文
Advances in Difference Equations, 2012, 卷号: 2012, 期号: 1
Authors:  Song,Minghui;  Yu,Hui
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stochastic differential equations  Poisson random measure  convergence  exponential mean-square stability  
The alpha th moment stability for the stochastic pantograph equation 期刊论文
JOURNAL OF COMPUTATIONAL AND APPLIED MATHEMATICS, 2009, 卷号: 233, 期号: 2, 页码: 109-120
Authors:  Fan, Zhencheng;  Song, Minghui;  Liu, Mingzhu
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Stochastic pantograph equation  Razumikhin type theorem  MS-stability  GMS-stability  Semi-implicit Euler methods  
Robust consensus of multi-agent systems with noise 期刊论文
SCIENCE IN CHINA SERIES F-INFORMATION SCIENCES, 2009, 卷号: 52, 期号: 5, 页码: 824-834
Authors:  Wang Lin;  Liu ZhiXin
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time-varying systems  stochastic matrix  robust consensus  connectivity  exponential stability  Vicsek model