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Adaptive filtering based on recursive minimum error entropy criterion

delete2021-02-01
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PRE
AI
G
Gang Wang
B
Bei Peng *
Z
Zhenyu Feng
杨馨越 cover
杨馨越 (Xinyue Yang)
J
Jing Deng
N
Nianci Wang
DOI:10.1016/j.sigpro.2020.107836delete
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Abstract

Abstract

En 中文
In this paper, a robust adaptive algorithm, called recursive minimum error entropy, is derived under the minimum error entropy criterion. The new algorithm can perform robustly under impulsive noise. Theoretical analyses and numerical simulations revealed that the new algorithm performs better than the recursive least squares and recursive maximum correntropy algorithm. (C) 2020 Elsevier B.V. All rights reserved.
Keywords:
Adaptive filtering
Mean square error (MSE)
Minimum error entropy (MEE)
Recursive least square (RLS)
Recursive minimum error entropy (RMEE)
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Journal

Signal Processing cover
Signal Processing
IF:
3.6
Papers:
9.9K
Citations:
1.7W

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