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The Kernel Recursive Maximum Total Correntropy Algorithm

Published in IEEE Transactions on Circuits & Systems II Express Briefs • Aug 30, 2022
NobleIDNI7P73W09R15S95
Authors:
Xinyan Hou
,
Haiquan Zhao
,
Xiaoqiang Long

Abstract

Focusing on the performance deterioration of nonlinear filtering algorithms in the error-in-variable (EIV) model, a nonlinear version of maximum total correntropy (MTC) algorithm called kernel recursive maximum total correntropy (KRMTC) is proposed in this brief, which constructs a nonlinear relatio...

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