Narrowband Active Noise Control Using Decimated Controller for Disturbance with Close Frequencies

被引:0
|
作者
An, Fengyan [1 ]
Liu, Bilong [1 ]
机构
[1] Qingdao Univ Technol, Sch Mech & Automot Engn, Qingdao 266520, Peoples R China
来源
SYMMETRY-BASEL | 2022年 / 14卷 / 03期
基金
中国国家自然科学基金;
关键词
active noise control; active vibration control; filtered-x least-mean-square algorithm; narrowband disturbance; ACCUMULATED LMS ALGORITHM; CONTROL SYSTEM; STOCHASTIC-ANALYSIS; VIBRATION; MISMATCH;
D O I
10.3390/sym14030607
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
In this paper, multi-channel active noise control systems subjected to narrowband disturbances with close frequencies are investigated. Instead of controlling each frequency separately, a mixed-reference signal is assumed and thus a transversal controller is utilized. First, the convergent behaviors of a generalized FxLMS-based algorithm are theoretically analyzed in the mean sense, from which the influence of the controller structure on the convergence rate is revealed. A novel narrowband algorithm is then proposed, in which a decimated transversal controller is used to alleviate the computational burden. Simulations based on a 4 x 8 active-noise-control system are carried out to verify the proposed method. The results show that a good convergence rate can be obtained, and the computational complexity can also be greatly reduced.
引用
收藏
页数:12
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