DocumentCode :
705122
Title :
Variable step-size based online acoustic feedback neutralization in single-channel active noise control systems
Author :
Akhtar, Muhammad Tahir ; Mitsuhashi, Wataru
Author_Institution :
Center for Frontier Sci. & Eng., Univ. for Electro-Commun., Chofu, Japan
fYear :
2010
fDate :
23-27 Aug. 2010
Firstpage :
21
Lastpage :
25
Abstract :
This paper concerns acoustic feedback neutralization (FBN) during online operation of single-channel active noise control (ANC) systems. In existing approach, two FIR filters are used for this task: adaptive for feedback path modeling (FBPM) and fixed for FBN. Previously, we have proposed a simplified method where these two tasks of modeling and neutralization have been combined into one feedback path modeling and neutralization (FBPMN) adaptive filter. Here we introduce an intuition based based variable step-size (VSS) parameter, for LMS equation of FBPMN filter. This VSS is motivated from the fact that the error signal of FBPMN filter contains a disturbance component that is decreasing in nature. The computer simulations are carried out which demonstrate that the proposed method achieves better performance than the existing methods and at somewhat reduced computational cost.
Keywords :
FIR filters; acoustic signal processing; active noise control; adaptive filters; feedback; least mean squares methods; ANC systems; FBPMN filter; FIR filters; LMS equation; adaptive filter; computational cost reduction; computer simulations; disturbance component; error signal; feedback path modeling and neutralization; intuition based VSS parameter; single-channel active noise control systems; variable step-size based online acoustic feedback neutralization; Acoustics; Adaptation models; Control systems; Least squares approximations; Mathematical model; Microphones; Noise;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Signal Processing Conference, 2010 18th European
Conference_Location :
Aalborg
ISSN :
2219-5491
Type :
conf
Filename :
7096395
Link To Document :
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