Design of robust broadband beamformers with minimax criterion

Broadband beamformers are known to be sensitive to errors and mismatches in their array elements. This paper proposes a robust minimax beamformer design which takes into account sensor element characteristics. The design formulation minimizes robust integral squared error subject to relaxation const...

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Main Authors: Dam, Hai Huyen Heidi, Nordholm, Sven
Format: Journal Article
Published: Kyushu Tokai University 2015
Subjects:
Online Access:http://www.ijicic.org/ijicic-14-01025.pdf
http://hdl.handle.net/20.500.11937/35755
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author Dam, Hai Huyen Heidi
Nordholm, Sven
author_facet Dam, Hai Huyen Heidi
Nordholm, Sven
author_sort Dam, Hai Huyen Heidi
building Curtin Institutional Repository
collection Online Access
description Broadband beamformers are known to be sensitive to errors and mismatches in their array elements. This paper proposes a robust minimax beamformer design which takes into account sensor element characteristics. The design formulation minimizes robust integral squared error subject to relaxation constraints on the peak deviation error for the beamformer. The advantage of the proposed formulation is that the design allows a trade-off between the peak deviation error and the sensitivity of the minimax error with respect to variations in sensor element characteristics. This improvement has been achieved with almost no increase in complexity compared with the original minimax problem. Design examples demonstrate that the proposed beamformer is less sensitive with respect to variations in sensor element characteristics when compared to the traditional minimax beamformer with a minor degradation in beamformer performance.
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institution Curtin University Malaysia
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publishDate 2015
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spelling curtin-20.500.11937-357552017-01-30T13:51:35Z Design of robust broadband beamformers with minimax criterion Dam, Hai Huyen Heidi Nordholm, Sven Second order cone programming Robust beamformer design Minimax Broadband beamformers are known to be sensitive to errors and mismatches in their array elements. This paper proposes a robust minimax beamformer design which takes into account sensor element characteristics. The design formulation minimizes robust integral squared error subject to relaxation constraints on the peak deviation error for the beamformer. The advantage of the proposed formulation is that the design allows a trade-off between the peak deviation error and the sensitivity of the minimax error with respect to variations in sensor element characteristics. This improvement has been achieved with almost no increase in complexity compared with the original minimax problem. Design examples demonstrate that the proposed beamformer is less sensitive with respect to variations in sensor element characteristics when compared to the traditional minimax beamformer with a minor degradation in beamformer performance. 2015 Journal Article http://hdl.handle.net/20.500.11937/35755 http://www.ijicic.org/ijicic-14-01025.pdf Kyushu Tokai University restricted
spellingShingle Second order cone programming
Robust beamformer design
Minimax
Dam, Hai Huyen Heidi
Nordholm, Sven
Design of robust broadband beamformers with minimax criterion
title Design of robust broadband beamformers with minimax criterion
title_full Design of robust broadband beamformers with minimax criterion
title_fullStr Design of robust broadband beamformers with minimax criterion
title_full_unstemmed Design of robust broadband beamformers with minimax criterion
title_short Design of robust broadband beamformers with minimax criterion
title_sort design of robust broadband beamformers with minimax criterion
topic Second order cone programming
Robust beamformer design
Minimax
url http://www.ijicic.org/ijicic-14-01025.pdf
http://hdl.handle.net/20.500.11937/35755