Uniform active noise control based on Nelder-Mead algorithm

Kexun Chi; Ming Wu; Xin Fang; Chen Gong; Rong Han; Jun Yang

Uniform active noise control based on Nelder-Mead algorithm

Kexun Chi, Ming Wu, Xin Fang, Chen Gong, Rong Han, Jun Yang

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Abstract

The traditional mean squared error(MSE) criterion is often adopted in the multi-channel active noise control system. However, a non-uniform residual sound field residual is generated. In this paper, the criteria based on the minimax and variance are presented to achieve the uniform residual sound field. Those criteria are implemented by an off-line Nelder-Mead algorithm. The solution of MSE criterion is set as the initial value of the algorithm. Noise reduction experiments under three criteria are conducted in the semi-anechoic chamber. Compared with a multi-channel active noise control system employing the MSE and minimax error criteria, the results show the system with variance-based criterion can achieve a more uniform residual sound field at discrete microphone points.

Original language	English
Title of host publication	Proceedings of 2020 International Congress on Noise Control Engineering, INTER-NOISE 2020
Editors	Jin Yong Jeon
Publisher	Korean Society of Noise and Vibration Engineering
ISBN (Electronic)	9788994021362
Publication status	Published - Aug 23 2020
Externally published	Yes
Event	49th International Congress and Exposition on Noise Control Engineering, INTER-NOISE 2020 - Seoul, Korea, Republic of Duration: Aug 23 2020 → Aug 26 2020

Publication series

Name	Proceedings of 2020 International Congress on Noise Control Engineering, INTER-NOISE 2020

Conference

Conference	49th International Congress and Exposition on Noise Control Engineering, INTER-NOISE 2020
Country/Territory	Korea, Republic of
City	Seoul
Period	8/23/20 → 8/26/20

Bibliographical note

Publisher Copyright:
© Proceedings of 2020 International Congress on Noise Control Engineering, INTER-NOISE 2020. All rights reserved.

ASJC Scopus Subject Areas

Acoustics and Ultrasonics

Cite this

Chi, K., Wu, M., Fang, X., Gong, C., Han, R., & Yang, J. (2020). Uniform active noise control based on Nelder-Mead algorithm. In J. Y. Jeon (Ed.), Proceedings of 2020 International Congress on Noise Control Engineering, INTER-NOISE 2020 (Proceedings of 2020 International Congress on Noise Control Engineering, INTER-NOISE 2020). Korean Society of Noise and Vibration Engineering.

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title = "Uniform active noise control based on Nelder-Mead algorithm",

abstract = "The traditional mean squared error(MSE) criterion is often adopted in the multi-channel active noise control system. However, a non-uniform residual sound field residual is generated. In this paper, the criteria based on the minimax and variance are presented to achieve the uniform residual sound field. Those criteria are implemented by an off-line Nelder-Mead algorithm. The solution of MSE criterion is set as the initial value of the algorithm. Noise reduction experiments under three criteria are conducted in the semi-anechoic chamber. Compared with a multi-channel active noise control system employing the MSE and minimax error criteria, the results show the system with variance-based criterion can achieve a more uniform residual sound field at discrete microphone points.",

author = "Kexun Chi and Ming Wu and Xin Fang and Chen Gong and Rong Han and Jun Yang",

note = "Publisher Copyright: {\textcopyright} Proceedings of 2020 International Congress on Noise Control Engineering, INTER-NOISE 2020. All rights reserved.; 49th International Congress and Exposition on Noise Control Engineering, INTER-NOISE 2020 ; Conference date: 23-08-2020 Through 26-08-2020",

year = "2020",

month = aug,

day = "23",

language = "English",

series = "Proceedings of 2020 International Congress on Noise Control Engineering, INTER-NOISE 2020",

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Chi, K, Wu, M, Fang, X, Gong, C, Han, R & Yang, J 2020, Uniform active noise control based on Nelder-Mead algorithm. in JY Jeon (ed.), Proceedings of 2020 International Congress on Noise Control Engineering, INTER-NOISE 2020. Proceedings of 2020 International Congress on Noise Control Engineering, INTER-NOISE 2020, Korean Society of Noise and Vibration Engineering, 49th International Congress and Exposition on Noise Control Engineering, INTER-NOISE 2020, Seoul, Korea, Republic of, 8/23/20.

Uniform active noise control based on Nelder-Mead algorithm. / Chi, Kexun; Wu, Ming; Fang, Xin et al.
Proceedings of 2020 International Congress on Noise Control Engineering, INTER-NOISE 2020. ed. / Jin Yong Jeon. Korean Society of Noise and Vibration Engineering, 2020. (Proceedings of 2020 International Congress on Noise Control Engineering, INTER-NOISE 2020).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

TY - GEN

T1 - Uniform active noise control based on Nelder-Mead algorithm

AU - Chi, Kexun

AU - Wu, Ming

AU - Fang, Xin

AU - Gong, Chen

AU - Han, Rong

AU - Yang, Jun

PY - 2020/8/23

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N2 - The traditional mean squared error(MSE) criterion is often adopted in the multi-channel active noise control system. However, a non-uniform residual sound field residual is generated. In this paper, the criteria based on the minimax and variance are presented to achieve the uniform residual sound field. Those criteria are implemented by an off-line Nelder-Mead algorithm. The solution of MSE criterion is set as the initial value of the algorithm. Noise reduction experiments under three criteria are conducted in the semi-anechoic chamber. Compared with a multi-channel active noise control system employing the MSE and minimax error criteria, the results show the system with variance-based criterion can achieve a more uniform residual sound field at discrete microphone points.

AB - The traditional mean squared error(MSE) criterion is often adopted in the multi-channel active noise control system. However, a non-uniform residual sound field residual is generated. In this paper, the criteria based on the minimax and variance are presented to achieve the uniform residual sound field. Those criteria are implemented by an off-line Nelder-Mead algorithm. The solution of MSE criterion is set as the initial value of the algorithm. Noise reduction experiments under three criteria are conducted in the semi-anechoic chamber. Compared with a multi-channel active noise control system employing the MSE and minimax error criteria, the results show the system with variance-based criterion can achieve a more uniform residual sound field at discrete microphone points.

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M3 - Conference contribution

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BT - Proceedings of 2020 International Congress on Noise Control Engineering, INTER-NOISE 2020

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Uniform active noise control based on Nelder-Mead algorithm

Abstract

Publication series

Conference

Bibliographical note

ASJC Scopus Subject Areas

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