Generalized Asymmetric Correntropy for Robust Adaptive Filtering: A Theoretical and Simulation Study

Correntropy has been proved to be effective in eliminating the adverse effects of impulsive noises in adaptive filtering. However, correntropy is not desirable when the error between the two random variables is asymmetrically distributed around zero. To address this problem, asymmetric correntropy u...

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Bibliographic Details

Published in:	Remote Sensing
Main Authors:	Hua Qu, Meng Wang, Jihong Zhao, Shuyuan Zhao, Taihao Li, Pengcheng Yue
Format:	Article
Language:	English
Published:	MDPI AG 2022-08-01
Subjects:	generalized maximum asymmetric correntropy criterion robust adaptive filtering steady-state performance analysis network delay prediction
Online Access:	https://www.mdpi.com/2072-4292/14/15/3677