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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
Favorite  |  View/Download:87/0  |  Submit date:2019/01/11
Diffusion strategies  distributed adaptive filters  least mean squares  stochastic stability  tracking performance  
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
Favorite  |  View/Download:66/0  |  Submit date:2019/01/11
distributed adaptive filter  consensus algorithm  least mean squares  information condition  stochastic stability  tracking performance  
State Observability and Observers of Linear-Time-Invariant Systems Under Irregular Sampling and Sensor Limitations 期刊论文
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2011, 卷号: 56, 期号: 11, 页码: 2639-2654
Authors:  Wang, Le Yi;  Li, Chanying;  Yin, G. George;  Guo, Lei;  Xu, Cheng-Zhong
Favorite  |  View/Download:53/0  |  Submit date:2018/07/30
Irregular sampling  mean square convergence  observability  persistent excitation  quantized sensors  state observers  strong convergence