Diffusion adaptive filtering algorithm based on the Fair cost function

Abstract To better perform distributed estimation, this paper, by combining the Fair cost function and adapt-then-combine scheme at all distributed network nodes, a novel diffusion adaptive estimation algorithm is proposed from an M-estimator perspective, which is called the diffusion Fair (DFair) a...

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Bibliographic Details
Main Authors: Sihai Guan, Qing Cheng, Yong Zhao, Bharat Biswal
Format: Article
Language:English
Published: Nature Publishing Group 2021-10-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-021-99330-9