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
相关论文
共 50 条
  • [1] A Simplified Frequency-Domain Feedback Active Noise Control Algorithm
    Gao, Yuan
    Yu, Guoliang
    Gao, Min
    APPLIED SCIENCES-BASEL, 2024, 14 (07):
  • [2] Stochastic Analysis of FxLMS Algorithm for Feedback Active Noise Control
    Wang, Cong
    Wu, Ming
    Zhou, Shuang
    Yang, Jun
    IEEE SIGNAL PROCESSING LETTERS, 2025, 32 : 416 - 420
  • [3] A switching strategy of the frequency-domain adaptive algorithm for active noise control
    Wang, Jun
    Xue, Jinpei
    Lu, Jing
    Qiu, Xiaojun
    JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA, 2019, 146 (02): : 1045 - 1050
  • [4] Frequency-domain adaptive algorithm for improving the active noise control performance
    Zecevic, Zarko
    Krstajic, Bozo
    Radulovic, Milovan
    IET SIGNAL PROCESSING, 2015, 9 (04) : 349 - 356
  • [5] Frequency-domain periodic active noise control and equalization
    Kuo, SM
    Tahernezhadi, M
    IEEE TRANSACTIONS ON SPEECH AND AUDIO PROCESSING, 1997, 5 (04): : 348 - 358
  • [6] Comb-partitioned frequency-domain constraint adaptive algorithm for active noise control
    Shi, Dongyuan
    Gan, Woon-Seng
    Lam, Bhan
    Shen, Xiaoyi
    SIGNAL PROCESSING, 2021, 188
  • [7] Modification of frequency-domain active noise control algorithm without secondary path modeling
    Chen, Kai
    Niu, Feng
    Zou, Haishan
    Lu, Jing
    JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA, 2021, 149 (02): : 1021 - 1029
  • [8] A Modified FXLMS Algorithm for Active Impulsive Noise Control
    Saravanan, V.
    Santhiyakumari, N.
    2015 IEEE International WIE Conference on Electrical and Computer Engineering (WIECON-ECE), 2015, : 222 - 226
  • [9] Frequency-domain active noise control for magnetic resonance imaging acoustic noise
    Lee, Nokhaeng
    Park, Youngjin
    Lee, Gun Woo
    APPLIED ACOUSTICS, 2017, 118 : 30 - 38
  • [10] A generalized leaky FxLMS algorithm for tuning the waterbed effect of feedback active noise control systems
    Wu, Lifu
    Qiu, Xiaojun
    Guo, Yecai
    MECHANICAL SYSTEMS AND SIGNAL PROCESSING, 2018, 106 : 13 - 23
12345