Properties of FXLMS-Based Narrowband Active Noise Control With Online Secondary-Path Modeling

被引：53
|
作者：
Xiao, Yegui [1 ]
Ma, Liying [2 ]
Hasegawa, Koji [3 ]
机构：
[1] Prefectural Univ Hiroshima, Dept Management & Informat Syst, Hiroshima 7348558, Japan
[2] Tokyo Polytech Univ, Dept Appl Comp Sci, Kanagawa 2430297, Japan
[3] Hiroshima Prefectural Technol Res Inst, Dept Management & Informat Syst, Hiroshima 7370004, Japan
来源：
IEEE TRANSACTIONS ON SIGNAL PROCESSING | 2009年 / 57卷 / 08期
基金：
日本学术振兴会;
关键词：
Convergence; FXLMS; narrowband active noise control; online secondary-path modeling; steady-state mean-square error (MSE); LMS ALGORITHM;
D O I：
10.1109/TSP.2009.2020766
中图分类号：
TM [电工技术]; TN [电子技术、通信技术];
学科分类号：
0808 ; 0809 ;
摘要：
Rotating machines such as diesel engines, cutting machines, fans, motors, etc., generate sinusoidal noise signals that may be effectively reduced by narrowband active noise control (ANC) systems. In this paper, a typical filtered-X LMS (FXLMS) based narrowband ANC system equipped with an online secondary-path modeling subsystem is analyzed in detail. First, difference equations governing the dynamics of the FXLMS algorithm for secondary source synthesis and the LMS algorithm for secondary-path estimation are derived in terms of convergence in both mean and mean square. Steady-state expressions for mean-square error (MSE) as well as the residual noise power are then developed in closed form. Extensive simulations are performed to demonstrate the validity of the analytical results.
引用
收藏
页码：2931 / 2949
页数：19
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