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Deconvolved Fractional Fourier Domain Beamforming for Linear Frequency Modulation Signals
To estimate the direction of arrival (DOA) of a linear frequency modulation (LFM) signal in a low signal-to-noise ratio (SNR) hydroacoustic environment by a small aperture array, a novel deconvolved beamforming method based on fractional Fourier domain delay-and-sum beamforming (FrFB) was proposed....
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10098916/ https://www.ncbi.nlm.nih.gov/pubmed/37050568 http://dx.doi.org/10.3390/s23073511 |
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author | Liu, Zhuoran Tao, Quan Sun, Wanzhong Fu, Xiaomei |
author_facet | Liu, Zhuoran Tao, Quan Sun, Wanzhong Fu, Xiaomei |
author_sort | Liu, Zhuoran |
collection | PubMed |
description | To estimate the direction of arrival (DOA) of a linear frequency modulation (LFM) signal in a low signal-to-noise ratio (SNR) hydroacoustic environment by a small aperture array, a novel deconvolved beamforming method based on fractional Fourier domain delay-and-sum beamforming (FrFB) was proposed. Fractional Fourier transform (FrFT) was used to convert the received signal into the fractional Fourier domain, and delay-and-sum beamforming was subsequently performed. Noise resistance was acquired by focusing the energy of the LFM signal distributed in the time–frequency domain. Then, according to the convolution structure of the FrFB complex output, the influence of the fractional Fourier domain complex beam pattern was removed by deconvolution, and the target spatial distribution was restored. Therefore, an improved spatial resolution of DOA estimation was obtained without increasing the array aperture. The simulation and experimental results show that, with a small aperture array at low SNR, the proposed method possesses higher spatial resolution than FrFB and frequency-domain deconvolved conventional beamforming. |
format | Online Article Text |
id | pubmed-10098916 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-100989162023-04-14 Deconvolved Fractional Fourier Domain Beamforming for Linear Frequency Modulation Signals Liu, Zhuoran Tao, Quan Sun, Wanzhong Fu, Xiaomei Sensors (Basel) Article To estimate the direction of arrival (DOA) of a linear frequency modulation (LFM) signal in a low signal-to-noise ratio (SNR) hydroacoustic environment by a small aperture array, a novel deconvolved beamforming method based on fractional Fourier domain delay-and-sum beamforming (FrFB) was proposed. Fractional Fourier transform (FrFT) was used to convert the received signal into the fractional Fourier domain, and delay-and-sum beamforming was subsequently performed. Noise resistance was acquired by focusing the energy of the LFM signal distributed in the time–frequency domain. Then, according to the convolution structure of the FrFB complex output, the influence of the fractional Fourier domain complex beam pattern was removed by deconvolution, and the target spatial distribution was restored. Therefore, an improved spatial resolution of DOA estimation was obtained without increasing the array aperture. The simulation and experimental results show that, with a small aperture array at low SNR, the proposed method possesses higher spatial resolution than FrFB and frequency-domain deconvolved conventional beamforming. MDPI 2023-03-27 /pmc/articles/PMC10098916/ /pubmed/37050568 http://dx.doi.org/10.3390/s23073511 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/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 (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Liu, Zhuoran Tao, Quan Sun, Wanzhong Fu, Xiaomei Deconvolved Fractional Fourier Domain Beamforming for Linear Frequency Modulation Signals |
title | Deconvolved Fractional Fourier Domain Beamforming for Linear Frequency Modulation Signals |
title_full | Deconvolved Fractional Fourier Domain Beamforming for Linear Frequency Modulation Signals |
title_fullStr | Deconvolved Fractional Fourier Domain Beamforming for Linear Frequency Modulation Signals |
title_full_unstemmed | Deconvolved Fractional Fourier Domain Beamforming for Linear Frequency Modulation Signals |
title_short | Deconvolved Fractional Fourier Domain Beamforming for Linear Frequency Modulation Signals |
title_sort | deconvolved fractional fourier domain beamforming for linear frequency modulation signals |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10098916/ https://www.ncbi.nlm.nih.gov/pubmed/37050568 http://dx.doi.org/10.3390/s23073511 |
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