A new efficient filtered-x affine projection sign algorithm for active control of impulsive noise

Longshuai Xiao; Ming Wu; Jun Yang

doi:10.1016/j.sigpro.2015.09.015

A new efficient filtered-x affine projection sign algorithm for active control of impulsive noise

Longshuai Xiao, Ming Wu, Jun Yang^*

^*Corresponding author for this work

CAS - Institute of Acoustics

Research output: Contribution to journal › Article › peer-review

25 Citations (Scopus)

Abstract

Impulsive noise is often encountered in the practical active noise control (ANC) applications. Traditional ANC algorithms fail to control such noise. Derived by minimizing the ℓ₁ norm of an estimated a posteriori error vector, a new filtered-x affine projection sign algorithm (NFxAPSA) is proposed to efficiently and effectively suppress impulsive noise. Two typical extensions, such as variable step-size design and hybrid implementation, are further adapted to strengthen the effectiveness of the new structure. Simulation results verify the superior performance of the proposed algorithm in active control of impulsive noise with both synthesized and real-world data.

Original language	English
Pages (from-to)	456-461
Number of pages	6
Journal	Signal Processing
Volume	120
DOIs	https://doi.org/10.1016/j.sigpro.2015.09.015
Publication status	Published - Mar 1 2016
Externally published	Yes

Bibliographical note

Publisher Copyright:
© 2015 Elsevier B.V. All rights reserved.

ASJC Scopus Subject Areas

Control and Systems Engineering
Software
Signal Processing
Computer Vision and Pattern Recognition
Electrical and Electronic Engineering

Keywords

Active impulsive noise control
Affine projection sign algorithm
Alpha stable distribution
Efficient implementations
Robustness

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10.1016/j.sigpro.2015.09.015

Cite this

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title = "A new efficient filtered-x affine projection sign algorithm for active control of impulsive noise",

abstract = "Impulsive noise is often encountered in the practical active noise control (ANC) applications. Traditional ANC algorithms fail to control such noise. Derived by minimizing the ℓ1 norm of an estimated a posteriori error vector, a new filtered-x affine projection sign algorithm (NFxAPSA) is proposed to efficiently and effectively suppress impulsive noise. Two typical extensions, such as variable step-size design and hybrid implementation, are further adapted to strengthen the effectiveness of the new structure. Simulation results verify the superior performance of the proposed algorithm in active control of impulsive noise with both synthesized and real-world data.",

keywords = "Active impulsive noise control, Affine projection sign algorithm, Alpha stable distribution, Efficient implementations, Robustness",

author = "Longshuai Xiao and Ming Wu and Jun Yang",

year = "2016",

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doi = "10.1016/j.sigpro.2015.09.015",

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AU - Xiao, Longshuai

AU - Wu, Ming

AU - Yang, Jun

PY - 2016/3/1

Y1 - 2016/3/1

N2 - Impulsive noise is often encountered in the practical active noise control (ANC) applications. Traditional ANC algorithms fail to control such noise. Derived by minimizing the ℓ1 norm of an estimated a posteriori error vector, a new filtered-x affine projection sign algorithm (NFxAPSA) is proposed to efficiently and effectively suppress impulsive noise. Two typical extensions, such as variable step-size design and hybrid implementation, are further adapted to strengthen the effectiveness of the new structure. Simulation results verify the superior performance of the proposed algorithm in active control of impulsive noise with both synthesized and real-world data.

AB - Impulsive noise is often encountered in the practical active noise control (ANC) applications. Traditional ANC algorithms fail to control such noise. Derived by minimizing the ℓ1 norm of an estimated a posteriori error vector, a new filtered-x affine projection sign algorithm (NFxAPSA) is proposed to efficiently and effectively suppress impulsive noise. Two typical extensions, such as variable step-size design and hybrid implementation, are further adapted to strengthen the effectiveness of the new structure. Simulation results verify the superior performance of the proposed algorithm in active control of impulsive noise with both synthesized and real-world data.

KW - Active impulsive noise control

KW - Affine projection sign algorithm

KW - Alpha stable distribution

KW - Efficient implementations

KW - Robustness

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DO - 10.1016/j.sigpro.2015.09.015

M3 - Article

AN - SCOPUS:84945968314

SN - 0165-1684

VL - 120

SP - 456

EP - 461

JO - Signal Processing

JF - Signal Processing

ER -

A new efficient filtered-x affine projection sign algorithm for active control of impulsive noise

Abstract

Bibliographical note

ASJC Scopus Subject Areas

Keywords

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