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Analysis of compressed distributed adaptive filters 期刊论文
AUTOMATICA, 2020, 卷号: 112, 页码: 10
作者:  Xie, Siyu;  Guo, Lei
收藏  |  浏览/下载：172/0  |  提交时间：2020/05/24
Sparse signal  Compressive sensing  Distributed adaptive filters  Consensus strategies  Compressed information condition  Stochastic stability  
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
作者:  Xie, Siyu;  Guo, Lei
收藏  |  浏览/下载：265/0  |  提交时间：2019/01/11
distributed adaptive filter  consensus algorithm  least mean squares  information condition  stochastic stability  tracking performance  
A new characterization of quadratic transportation-information inequalities 期刊论文
PROBABILITY THEORY AND RELATED FIELDS, 2017, 卷号: 168, 期号: 3-4, 页码: 675-689
作者:  Liu, Yuan
收藏  |  浏览/下载：165/0  |  提交时间：2018/07/30
Transportation-information inequality  Talagrand's inequality  Log-Sobolev inequality  Lyapunov condition  Transference principle