A new variable step-size hybrid affine projection algorithm for active noise control

Impulsive noise is common in active noise control (ANC) applications. The hybrid affine projection algorithm (H-APA) has excellent performance in dealing with impulse noise outliers as compared to traditional ANC algorithms. Accordingly, this paper proposes H-FxAPA, which is derived from the application of H-APA to ANC. Based on the analysis of the steady state step size of H-FxAPA, a new variable step-size method of the algorithm is proposed, which is an extended application of the steady state analysis and adjusts the change of the step-size by an introduced control term, called as NVSS-H-FxAPA. Simulation demonstrates the effectiveness of the proposed algorithms to cope with impulse noise and its superiority over similar state-of-the-art algorithms.

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Published
2024-09-20
DOI
https://doi.org/10.1109/eit63098.2024.10762333
Citations
1
Primary Topic
Advanced Adaptive Filtering Techniques
Type
article
Field-Weighted Citation Impact
0.37
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article

A new variable step-size hybrid affine projection algorithm for active noise control

Shifeng Ou, Zeqing Mu, Ying Gao, Haorui Li
1 citations
Advanced Adaptive Filtering Techniques
0.37
article

A new variable step-size hybrid affine projection algorithm for active noise control

Shifeng Ou, Zeqing Mu, Ying Gao, Haorui Li
article en
1 citations

Abstract

Impulsive noise is common in active noise control (ANC) applications. The hybrid affine projection algorithm (H-APA) has excellent performance in dealing with impulse noise outliers as compared to traditional ANC algorithms. Accordingly, this paper proposes H-FxAPA, which is derived from the application of H-APA to ANC. Based on the analysis of the steady state step size of H-FxAPA, a new variable step-size method of the algorithm is proposed, which is an extended application of the steady state analysis and adjusts the change of the step-size by an introduced control term, called as NVSS-H-FxAPA. Simulation demonstrates the effectiveness of the proposed algorithms to cope with impulse noise and its superiority over similar state-of-the-art algorithms.

Yantai University (CN)
Affordable and clean energy
Openalex Percentile: Top 39%
Advanced Adaptive Filtering Techniques
0.37
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A new variable step-size hybrid affine projection algorithm for active noise control — Shifeng Ou, Zeqing Mu, et al. · (2024) | TGRS Research Map | TGRS