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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....

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Detalles Bibliográficos
Autores principales: Liu, Zhuoran, Tao, Quan, Sun, Wanzhong, Fu, Xiaomei
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
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.
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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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