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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:8/0  |  Submit date:2020/05/24
Sparse signal  Compressive sensing  Distributed adaptive filters  Consensus strategies  Compressed information condition  Stochastic stability  
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:24/0  |  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:16/0  |  Submit date:2019/01/11
distributed adaptive filter  consensus algorithm  least mean squares  information condition  stochastic stability  tracking performance  
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
Authors:  Xie, Siyu;  Guo, Lei
Favorite  |  View/Download:10/0  |  Submit date:2019/12/31
A necessary and sufficient condition for stability of LMS-based consensus adaptive filters 期刊论文
AUTOMATICA, 2018, 卷号: 93, 页码: 12
Authors:  Xie, Siyu;  Guo, Lei
Favorite  |  View/Download:8/0  |  Submit date:2019/12/31
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
Authors:  Xie, Siyu;  Guo, Lei
Favorite  |  View/Download:9/0  |  Submit date:2019/12/31