Steady-state mean-square error analysis for adaptive filtering under the maximum correntropy criterion

Badong Chen, Lei Xing, Junli Liang, Nanning Zheng, José C. Príncipe

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409 引用 (Scopus)

摘要

The steady-state excess mean square error (EMSE) of the adaptive filtering under the maximum correntropy criterion (MCC) has been studied. For Gaussian noise case, we establish a fixed-point equation to solve the exact value of the steady-state EMSE, while for non-Gaussian noise case, we derive an approximate analytical expression for the steady-state EMSE, based on a Taylor expansion approach. Simulation results agree with the theoretical calculations quite well.

源语言英语
文章编号6804653
页(从-至)880-884
页数5
期刊IEEE Signal Processing Letters
21
7
DOI
出版状态已出版 - 7月 2014
已对外发布

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