Variable step-size oscillator-based adaptive notch filer algorithm using maximum correntropy criterion

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5

초록

A novel oscillator-based adaptive notch filter (OSC-ANF) algorithm is presented. The proposed algorithm has robustness against the impulsive noise because it is derived by using the maximum correntropy criterion (MCC). In addition, the variable step-size MCC-OSC-ANF algorithm is proposed to improve the frequency estimation performance. Experimental results show that the proposed algorithms perform better than the previous algorithm under impulsive noises.

키워드

oscillators; adaptive filters; notch filters; maximum entropy methods; impulse noise; frequency estimation; variable step-size oscillator-based adaptive notch filter algorithm; maximum correntropy criterion; impulsive noise; variable step-size MCC-OSC- ANF algorithm; frequency estimation performance improvement; FREQUENCY ESTIMATION
제목
Variable step-size oscillator-based adaptive notch filer algorithm using maximum correntropy criterion
저자
Baek, H. J.; Cho, J.; Shin, J. W.
DOI
10.1049/el.2017.2978
발행일
2018-02-22
유형
Article
저널명
Electronics Letters
권
54
호
4