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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
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Distributed estimation  mean square convergence  noises  recursive least squares  strong consistency  
Differentially private resilient distributed cooperative online estimation over digraphs 期刊论文
INTERNATIONAL JOURNAL OF ROBUST AND NONLINEAR CONTROL, 2022, 页码: 19
Authors:  Wang, Jimin;  Zhang, Ji-Feng;  Liu, Xiao-Kang
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differential privacy  distributed online estimation  resilient estimation  stochastic approximation  
A unified identification algorithm of FIR systems based on binary observations with time-varying thresholds 期刊论文
AUTOMATICA, 2022, 卷号: 135, 页码: 14
Authors:  Wang, Ying;  Zhao, Yanlong;  Zhang, Ji-Feng;  Guo, Jin
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System identification  Binary-valued observations  Stochastic framework  Deterministic framework  
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
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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 Recursive Projection Identification with Binary-Valued Observations 期刊论文
JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY, 2021, 卷号: 34, 期号: 5, 页码: 2048-2068
Authors:  Wang Ying;  Zhao Yanlong;  Zhang Ji-Feng
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Adaptive predictor  binary-valued observations  cooperative excitations  distributed parameter estimation  
A distributed quantile estimation algorithm of heavy-tailed distribution with massive datasets 期刊论文
MATHEMATICAL BIOSCIENCES AND ENGINEERING, 2020, 卷号: 18, 期号: 1, 页码: 214-230
Authors:  Xie, Xiaoyue;  Shi, Jian
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distributed algorithm  big data  high quantile estimation  heavy-tailed distribution  Peak Over Threshold method  
Consistent distributed state estimation with global observability over sensor network 期刊论文
AUTOMATICA, 2018, 卷号: 92, 页码: 162-172
Authors:  He, Xingkang;  Xue, Wenchao;  Fang, Haitao
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Wireless sensor networks  Time-varying systems  State estimation  Covariance intersection  Distributed Kalman filter  Global observability  Semi-definite programming  
Simultaneous identification of diffusion coefficient, spacewise dependent source and initial value for one-dimensional heat equation 期刊论文
MATHEMATICAL METHODS IN THE APPLIED SCIENCES, 2017, 卷号: 40, 期号: 10, 页码: 3552-3565
Authors:  Zhao, Zhi-Xue;  Banda, Mapundi K.;  Guo, Bao-Zhu
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Inverse Problem  Matrix Pencil Method  Finite Difference Method  Truncated Singular Value Decomposition  Generalized Cross-validation  
Indirect model reference adaptive control for a class of fractional order systems 期刊论文
COMMUNICATIONS IN NONLINEAR SCIENCE AND NUMERICAL SIMULATION, 2016, 卷号: 39, 页码: 458-471
Authors:  Chen, Yuquan;  Wei, Yiheng;  Liang, Shu;  Wang, Yong
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Fractional order systems  Indirect model reference adaptive control  Constrained gradient estimation method  Indirect Lyapunov method  Frequency distributed model  
Adaptive finite element methods for the identification of distributed parameters in elliptic equation 期刊论文
ADVANCES IN COMPUTATIONAL MATHEMATICS, 2008, 卷号: 29, 期号: 1, 页码: 27-53
Authors:  Feng, Tao;  Yan, Ningning;  Liu, Wenbin
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parameter identification  finite element approximation  adaptive finite element methods  least-squares  Gauss-Newton