Robust nearfield wideband beamformer design using worst case mean performance optimization with passband response variance constraint

Conventional wideband beamformers are known highly sensitive to gain and phase errors in microphone characteristics, especially for small-sized arrays. Recently, a robust design approach for nearfield wideband beamformers using worst case performance optimization has been proposed. However, the wors...

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Main Authors: Chen, Huawei, Ser, Wee, Zhou, Jianjiang
Other Authors: School of Electrical and Electronic Engineering
Format: Article
Language:English
Published: 2013
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Online Access:https://hdl.handle.net/10356/102719
http://hdl.handle.net/10220/16449
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Institution: Nanyang Technological University
Language: English
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spelling sg-ntu-dr.10356-1027192020-03-07T14:00:35Z Robust nearfield wideband beamformer design using worst case mean performance optimization with passband response variance constraint Chen, Huawei Ser, Wee Zhou, Jianjiang School of Electrical and Electronic Engineering DRNTU::Engineering::Electrical and electronic engineering Conventional wideband beamformers are known highly sensitive to gain and phase errors in microphone characteristics, especially for small-sized arrays. Recently, a robust design approach for nearfield wideband beamformers using worst case performance optimization has been proposed. However, the worst case performance optimization criterion might be overly conservative in practice, which may lead to undesired low-pass filtered distortion of target signals. In this paper, a robust design approach for nearfield wideband beamformers using the worst case mean performance optimization is proposed, which is less conservative than the existing approach. Unlike the existing robust design approaches which have no control over array response variance, the presented approach further proposes to impose the passband response variance constraint to enhance the stability of passband array response and hence to reduce the target signal distortion. Moreover, some insights into the properties of array response variance are derived, which are helpful to better understand the robustness characteristics of nearfield wideband beamformers. Design examples demonstrate the effectiveness of the proposed robust design approach. 2013-10-10T09:19:47Z 2019-12-06T20:59:32Z 2013-10-10T09:19:47Z 2019-12-06T20:59:32Z 2012 2012 Journal Article Chen, H., Ser, W., & Zhou, J. (2012). Robust nearfield wideband beamformer design using worst case mean performance optimization with passband response variance constraint. IEEE transactions on audio, speech, and language processing, 20(5), 1565-1572. https://hdl.handle.net/10356/102719 http://hdl.handle.net/10220/16449 10.1109/TASL.2012.2184754 en IEEE transactions on audio, speech, and language processing
institution Nanyang Technological University
building NTU Library
country Singapore
collection DR-NTU
language English
topic DRNTU::Engineering::Electrical and electronic engineering
spellingShingle DRNTU::Engineering::Electrical and electronic engineering
Chen, Huawei
Ser, Wee
Zhou, Jianjiang
Robust nearfield wideband beamformer design using worst case mean performance optimization with passband response variance constraint
description Conventional wideband beamformers are known highly sensitive to gain and phase errors in microphone characteristics, especially for small-sized arrays. Recently, a robust design approach for nearfield wideband beamformers using worst case performance optimization has been proposed. However, the worst case performance optimization criterion might be overly conservative in practice, which may lead to undesired low-pass filtered distortion of target signals. In this paper, a robust design approach for nearfield wideband beamformers using the worst case mean performance optimization is proposed, which is less conservative than the existing approach. Unlike the existing robust design approaches which have no control over array response variance, the presented approach further proposes to impose the passband response variance constraint to enhance the stability of passband array response and hence to reduce the target signal distortion. Moreover, some insights into the properties of array response variance are derived, which are helpful to better understand the robustness characteristics of nearfield wideband beamformers. Design examples demonstrate the effectiveness of the proposed robust design approach.
author2 School of Electrical and Electronic Engineering
author_facet School of Electrical and Electronic Engineering
Chen, Huawei
Ser, Wee
Zhou, Jianjiang
format Article
author Chen, Huawei
Ser, Wee
Zhou, Jianjiang
author_sort Chen, Huawei
title Robust nearfield wideband beamformer design using worst case mean performance optimization with passband response variance constraint
title_short Robust nearfield wideband beamformer design using worst case mean performance optimization with passband response variance constraint
title_full Robust nearfield wideband beamformer design using worst case mean performance optimization with passband response variance constraint
title_fullStr Robust nearfield wideband beamformer design using worst case mean performance optimization with passband response variance constraint
title_full_unstemmed Robust nearfield wideband beamformer design using worst case mean performance optimization with passband response variance constraint
title_sort robust nearfield wideband beamformer design using worst case mean performance optimization with passband response variance constraint
publishDate 2013
url https://hdl.handle.net/10356/102719
http://hdl.handle.net/10220/16449
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