Convergence performance analysis of an adaptive kernel width MCC algorithm

A fixed kernel width in MCC algorithm imposes a trade-off among robustness, convergence rate and steady-state accuracy. With a variable kernel width, the adaptive kernel width MCC (AMCC) algorithm can improve the learning speed of the MCC algorithm especially when the initial weight vector is far aw...

Full description

Bibliographic Details

Published in:	International journal of electronics and communications Vol. 76; pp. 71 - 76
Main Authors:	Wang, Weihua, Zhao, Jihong, Qu, Hua, Chen, Badong, Principe, Jose C.
Format:	Journal Article
Language:	English
Published:	Elsevier GmbH 01.06.2017
Subjects:	Adaptive kernel width Convergence performance analysis Maximum correntropy criterion Maximum correntropy criterion Adaptive kernel width Convergence performance analysis
ISSN:	1434-8411, 1618-0399
Online Access:	Get full text
Tags:	Add Tag No Tags, Be the first to tag this record!