An adaptive kernel width convex combination method for maximum correntropy criterion

Abstract Recently, the maximum correntropy criterion (MCC) has been successfully applied in numerous applications regarding nonGaussian data processing. MCC employs a free parameter called kernel width, which affects the convergence rate, robustness, and steady-state performance of the adaptive filt...

Full description

Bibliographic Details

Published in:	Journal of the Brazilian Computer Society
Main Authors:	Aluisio I. R. Fontes, Leandro L. S. Linhares, João P. F. Guimarães, Luiz F. Q. Silveira, Allan M. Martins
Format:	Article
Language:	English
Published:	Sociedade Brasileira de Computação 2021-03-01
Subjects:	Adaptive filter Adaptive kernel width Maximum correntropy criterion
Online Access:	https://doi.org/10.1186/s13173-021-00111-z