A New Variable Step Size Algorithm Based Hybrid Active Noise Control System for Gaussian Noise with Impulsive Interference

Wenzhao Zhu; Lei Luo; Jinwei Sun; Mads Graesboll Christensen

doi:10.1109/ICCC51575.2020.9344981

A New Variable Step Size Algorithm Based Hybrid Active Noise Control System for Gaussian Noise with Impulsive Interference

Wenzhao Zhu, Lei Luo^*, Jinwei Sun, Mads Graesboll Christensen

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Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

2 Citationer (Scopus)

Abstract

Noise containing both strong narrowband and broadband components generated by rotating machine occur in many situations where active noise control is desirable. Such noise may be reduced by hybrid active noise control (HANC) methods, as shown in previous work. However, the performance of conventional HANC methods decrease when impulsive interference occurs. To improve the tracking and robustness of such HANC systems, a new hybrid noise control system with anti-pulse variable step size algorithm (APV-HANC) is proposed. By using new variable step size method and HANC structure, the APV-HANC method has better tracking and robustness performance of the whole system when impulsive noise occurs. Theoretical analysis and simulations confirms the superior performance of the proposed method.

Originalsprog	Engelsk
Titel	2020 IEEE 6th International Conference on Computer and Communications, ICCC 2020
Antal sider	5
Forlag	IEEE
Publikationsdato	11 dec. 2020
Sider	1072-1076
Artikelnummer	9344981
ISBN (Trykt)	978-1-7281-8634-4, 978-1-7281-8636-8
ISBN (Elektronisk)	978-1-7281-8635-1
DOI	https://doi.org/10.1109/ICCC51575.2020.9344981
Status	Udgivet - 11 dec. 2020
Begivenhed	6th IEEE International Conference on Computer and Communications, ICCC 2020 - Chengdu, Kina Varighed: 11 dec. 2020 → 14 dec. 2020

Konference

Konference	6th IEEE International Conference on Computer and Communications, ICCC 2020
Land/Område	Kina
By	Chengdu
Periode	11/12/2020 → 14/12/2020

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© 2020 IEEE.

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@inproceedings{a82c7732b2fe402bac984c32dee4cf95,

title = "A New Variable Step Size Algorithm Based Hybrid Active Noise Control System for Gaussian Noise with Impulsive Interference",

abstract = "Noise containing both strong narrowband and broadband components generated by rotating machine occur in many situations where active noise control is desirable. Such noise may be reduced by hybrid active noise control (HANC) methods, as shown in previous work. However, the performance of conventional HANC methods decrease when impulsive interference occurs. To improve the tracking and robustness of such HANC systems, a new hybrid noise control system with anti-pulse variable step size algorithm (APV-HANC) is proposed. By using new variable step size method and HANC structure, the APV-HANC method has better tracking and robustness performance of the whole system when impulsive noise occurs. Theoretical analysis and simulations confirms the superior performance of the proposed method.",

keywords = "Gaussian noise, hybrid active noise control, impulsive interference, variable step size",

author = "Wenzhao Zhu and Lei Luo and Jinwei Sun and Christensen, {Mads Graesboll}",

note = "Publisher Copyright: {\textcopyright} 2020 IEEE.; 6th IEEE International Conference on Computer and Communications, ICCC 2020 ; Conference date: 11-12-2020 Through 14-12-2020",

year = "2020",

month = dec,

day = "11",

doi = "10.1109/ICCC51575.2020.9344981",

language = "English",

isbn = "978-1-7281-8634-4",

pages = "1072--1076",

booktitle = "2020 IEEE 6th International Conference on Computer and Communications, ICCC 2020",

publisher = "IEEE",

address = "United States",

}

Zhu, W, Luo, L, Sun, J & Christensen, MG 2020, A New Variable Step Size Algorithm Based Hybrid Active Noise Control System for Gaussian Noise with Impulsive Interference. i 2020 IEEE 6th International Conference on Computer and Communications, ICCC 2020., 9344981, IEEE, s. 1072-1076, 6th IEEE International Conference on Computer and Communications, ICCC 2020, Chengdu, Kina, 11/12/2020. https://doi.org/10.1109/ICCC51575.2020.9344981

A New Variable Step Size Algorithm Based Hybrid Active Noise Control System for Gaussian Noise with Impulsive Interference. / Zhu, Wenzhao; Luo, Lei; Sun, Jinwei et al.
2020 IEEE 6th International Conference on Computer and Communications, ICCC 2020. IEEE, 2020. s. 1072-1076 9344981.

Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

TY - GEN

T1 - A New Variable Step Size Algorithm Based Hybrid Active Noise Control System for Gaussian Noise with Impulsive Interference

AU - Zhu, Wenzhao

AU - Luo, Lei

AU - Sun, Jinwei

AU - Christensen, Mads Graesboll

PY - 2020/12/11

Y1 - 2020/12/11

N2 - Noise containing both strong narrowband and broadband components generated by rotating machine occur in many situations where active noise control is desirable. Such noise may be reduced by hybrid active noise control (HANC) methods, as shown in previous work. However, the performance of conventional HANC methods decrease when impulsive interference occurs. To improve the tracking and robustness of such HANC systems, a new hybrid noise control system with anti-pulse variable step size algorithm (APV-HANC) is proposed. By using new variable step size method and HANC structure, the APV-HANC method has better tracking and robustness performance of the whole system when impulsive noise occurs. Theoretical analysis and simulations confirms the superior performance of the proposed method.

AB - Noise containing both strong narrowband and broadband components generated by rotating machine occur in many situations where active noise control is desirable. Such noise may be reduced by hybrid active noise control (HANC) methods, as shown in previous work. However, the performance of conventional HANC methods decrease when impulsive interference occurs. To improve the tracking and robustness of such HANC systems, a new hybrid noise control system with anti-pulse variable step size algorithm (APV-HANC) is proposed. By using new variable step size method and HANC structure, the APV-HANC method has better tracking and robustness performance of the whole system when impulsive noise occurs. Theoretical analysis and simulations confirms the superior performance of the proposed method.

KW - Gaussian noise

KW - hybrid active noise control

KW - impulsive interference

KW - variable step size

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U2 - 10.1109/ICCC51575.2020.9344981

DO - 10.1109/ICCC51575.2020.9344981

M3 - Article in proceeding

AN - SCOPUS:85101682796

SN - 978-1-7281-8634-4

SN - 978-1-7281-8636-8

SP - 1072

EP - 1076

BT - 2020 IEEE 6th International Conference on Computer and Communications, ICCC 2020

PB - IEEE

T2 - 6th IEEE International Conference on Computer and Communications, ICCC 2020

Y2 - 11 December 2020 through 14 December 2020

ER -

A New Variable Step Size Algorithm Based Hybrid Active Noise Control System for Gaussian Noise with Impulsive Interference

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