Frequency-Domain Weighted FxLMS Algorithm for Feedback Active Noise Control

被引：0
|
作者：
Sugiura, Yosuke [1 ]
Noguchi, Ryota [1 ]
Shimamura, Tetsuya [1 ]
机构：
[1] Saitama Univ, Fac Engn, Saitama 3388570, Japan
来源：
IEICE TRANSACTIONS ON FUNDAMENTALS OF ELECTRONICS COMMUNICATIONS AND COMPUTER SCIENCES | 2025年 / E108A卷 / 03期
关键词：
key active noise control; feedback ANC; filtered-x LMS; frequency- domain adaptive algorithm; VARIABLE STEP-SIZE; X LMS ALGORITHM;
D O I：
10.1587/transfun.2024SMP0008
中图分类号：
TP3 [计算技术、计算机技术];
学科分类号：
0812 ;
摘要：
In this paper, we propose the frequency-domain weighted FxLMS algorithm for feedback active noise control. This algorithm aims to resolve the slow convergence issue of the conventional FxLMS algorithms by integrating a frequency-weighted method. This method dynamically adjusts weights based on the amplitude-frequency characteristics of narrowband noise, thereby improving tracking performance for time-varying narrowband noise. Through simulation experiments, we reveal that the FD-WFxNLMS algorithm achieves fast convergence, outperforming the conventional algorithms in feedback ANC systems.
引用
收藏
页码：323 / 331
页数：9
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