Diffusion Robust Variable Step-Size LMS Algorithm Over Distributed Networks

Diffusion Robust Variable Step-Size LMS Algorithm Over Distributed Networks

In this paper, we propose a novel diffusion robust variable step-size least mean square (DRVSS-LMS) algorithm that is insensitive to impulsive noise for distributed estimation in the network. Conventional diffusion least mean square algorithms are based on the assumption that the background noise ob...

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Bibliographic Details
Main Authors: Wei Huang, Lindong Li, Qiang Li, Xinwei Yao
Format: Article
Language:English
Published: IEEE 2018-01-01
Series:IEEE Access
Subjects:
Distributed estimation
diffusion LMS algorithm
impulsive noise
Huber objective function
robust algorithm
Online Access:https://ieeexplore.ieee.org/document/8444624/

Internet

https://ieeexplore.ieee.org/document/8444624/

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