DocumentCode
764913
Title
Passband disturbance reduction in periodic active noise control systems
Author
Kuo, Sen M. ; Ji, Minjiang
Author_Institution
Dept. of Electr. Eng., Northern Illinois Univ., DeKalb, IL, USA
Volume
4
Issue
2
fYear
1996
fDate
3/1/1996 12:00:00 AM
Firstpage
96
Lastpage
103
Abstract
For narrowband active noise control (ANC), the filtered-X least-mean-square (LMS) algorithm with a sinusoidal reference signal forms an adaptive notch filter. Unfortunately, the effect of the secondary path on the uncorrelated noise is to introduce an undesired passband disturbance. To reduce this disturbance problem, this paper analyzes the passband amplification condition and develops an algorithm that consists of two interconnected adaptive filters using the same internally generated reference signal. The first adaptive filter eliminates the uncorrelated noise components in the residual error, and its output is used to update the second adaptive filter for noise control. Computer simulations were conducted to verify the analysis results and to demonstrate the disturbance reduction for periodic ANC while using a relatively large step size to improve the convergence rate
Keywords
active noise control; adaptive filters; adaptive signal processing; convergence of numerical methods; filtering theory; least mean squares methods; notch filters; periodic control; LMS algorithm; adaptive notch filter; computer simulations; convergence rate; filtered-X least-mean-square algorithm; large step size; narrowband active noise control; passband amplification; passband disturbance reduction; periodic active noise control systems; residual error; secondary path; sinusoidal reference signal; uncorrelated noise; Active noise reduction; Adaptive control; Adaptive filters; Algorithm design and analysis; Least squares approximation; Narrowband; Passband; Programmable control; Signal analysis; Signal generators;
fLanguage
English
Journal_Title
Speech and Audio Processing, IEEE Transactions on
Publisher
ieee
ISSN
1063-6676
Type
jour
DOI
10.1109/89.486059
Filename
486059
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