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An Efficient Broadband Adaptive Beamformer without Presteering Delays

Broadband adaptive beamformers have been widely used in many areas due to their ability of filtering signals in space domain as well as in frequency domain. However, the space-time array employed in broadband beamformers requires presteering delays to align the signals coming from a specific directi...

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Detalles Bibliográficos
Autores principales: Zhang, Ming, Wang, Xiaojian, Zhang, Anxue
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7916022/
https://www.ncbi.nlm.nih.gov/pubmed/33562594
http://dx.doi.org/10.3390/s21041100
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author Zhang, Ming
Wang, Xiaojian
Zhang, Anxue
author_facet Zhang, Ming
Wang, Xiaojian
Zhang, Anxue
author_sort Zhang, Ming
collection PubMed
description Broadband adaptive beamformers have been widely used in many areas due to their ability of filtering signals in space domain as well as in frequency domain. However, the space-time array employed in broadband beamformers requires presteering delays to align the signals coming from a specific direction. Because the presteering delays are direction dependent, it is difficult to make precise delays in practice. A common way to eliminate the presteering delays is imposing constraints on the weight vector of the space-time array. However, the structure of the constraint matrix is not taken into account in the existing methods, leading to a computational complexity of [Formula: see text] when updating the weight vector. In this paper, we describe a new kind of constraint method in time domain that preserves the block diagonal structure of the constraint matrix. Based on this structure, we design an efficient weight vector update algorithm that has a computational complexity of [Formula: see text]. In addition, the proposed algorithm does not contain matrix operations (only scalar and vector operations are involved), making it easy to be implemented in chips such as FPGA. Moreover, the constraint accuracy of the proposed method is as high as the frequency constraint method when the fractional bandwidth of the signal is smaller than [Formula: see text]. Numerical experiments show that our method achieves the same performance of the state-of-the-art methods while keeping a simpler algorithm structure and a lower computational cost.
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spelling pubmed-79160222021-03-01 An Efficient Broadband Adaptive Beamformer without Presteering Delays Zhang, Ming Wang, Xiaojian Zhang, Anxue Sensors (Basel) Article Broadband adaptive beamformers have been widely used in many areas due to their ability of filtering signals in space domain as well as in frequency domain. However, the space-time array employed in broadband beamformers requires presteering delays to align the signals coming from a specific direction. Because the presteering delays are direction dependent, it is difficult to make precise delays in practice. A common way to eliminate the presteering delays is imposing constraints on the weight vector of the space-time array. However, the structure of the constraint matrix is not taken into account in the existing methods, leading to a computational complexity of [Formula: see text] when updating the weight vector. In this paper, we describe a new kind of constraint method in time domain that preserves the block diagonal structure of the constraint matrix. Based on this structure, we design an efficient weight vector update algorithm that has a computational complexity of [Formula: see text]. In addition, the proposed algorithm does not contain matrix operations (only scalar and vector operations are involved), making it easy to be implemented in chips such as FPGA. Moreover, the constraint accuracy of the proposed method is as high as the frequency constraint method when the fractional bandwidth of the signal is smaller than [Formula: see text]. Numerical experiments show that our method achieves the same performance of the state-of-the-art methods while keeping a simpler algorithm structure and a lower computational cost. MDPI 2021-02-05 /pmc/articles/PMC7916022/ /pubmed/33562594 http://dx.doi.org/10.3390/s21041100 Text en © 2021 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Zhang, Ming
Wang, Xiaojian
Zhang, Anxue
An Efficient Broadband Adaptive Beamformer without Presteering Delays
title An Efficient Broadband Adaptive Beamformer without Presteering Delays
title_full An Efficient Broadband Adaptive Beamformer without Presteering Delays
title_fullStr An Efficient Broadband Adaptive Beamformer without Presteering Delays
title_full_unstemmed An Efficient Broadband Adaptive Beamformer without Presteering Delays
title_short An Efficient Broadband Adaptive Beamformer without Presteering Delays
title_sort efficient broadband adaptive beamformer without presteering delays
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7916022/
https://www.ncbi.nlm.nih.gov/pubmed/33562594
http://dx.doi.org/10.3390/s21041100
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