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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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 |
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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 |
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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. |
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School of Electrical and Electronic Engineering |
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School of Electrical and Electronic Engineering Chen, Huawei Ser, Wee Zhou, Jianjiang |
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Chen, Huawei Ser, Wee Zhou, Jianjiang |
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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 |
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https://hdl.handle.net/10356/102719 http://hdl.handle.net/10220/16449 |
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1681046325594947584 |