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