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FGG-NUFFT-Based Method for Near-Field 3-D Imaging Using Millimeter Waves
In this paper, to deal with the concealed target detection problem, an accurate and efficient algorithm for near-field millimeter wave three-dimensional (3-D) imaging is proposed that uses a two-dimensional (2-D) plane antenna array. First, a two-dimensional fast Fourier transform (FFT) is performed...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2016
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5038798/ https://www.ncbi.nlm.nih.gov/pubmed/27657066 http://dx.doi.org/10.3390/s16091525 |
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author | Kan, Yingzhi Zhu, Yongfeng Tang, Liang Fu, Qiang Pei, Hucheng |
author_facet | Kan, Yingzhi Zhu, Yongfeng Tang, Liang Fu, Qiang Pei, Hucheng |
author_sort | Kan, Yingzhi |
collection | PubMed |
description | In this paper, to deal with the concealed target detection problem, an accurate and efficient algorithm for near-field millimeter wave three-dimensional (3-D) imaging is proposed that uses a two-dimensional (2-D) plane antenna array. First, a two-dimensional fast Fourier transform (FFT) is performed on the scattered data along the antenna array plane. Then, a phase shift is performed to compensate for the spherical wave effect. Finally, fast Gaussian gridding based nonuniform FFT (FGG-NUFFT) combined with 2-D inverse FFT (IFFT) is performed on the nonuniform 3-D spatial spectrum in the frequency wavenumber domain to achieve 3-D imaging. The conventional method for near-field 3-D imaging uses Stolt interpolation to obtain uniform spatial spectrum samples and performs 3-D IFFT to reconstruct a 3-D image. Compared with the conventional method, our FGG-NUFFT based method is comparable in both efficiency and accuracy in the full sampled case and can obtain more accurate images with less clutter and fewer noisy artifacts in the down-sampled case, which are good properties for practical applications. Both simulation and experimental results demonstrate that the FGG-NUFFT-based near-field 3-D imaging algorithm can have better imaging performance than the conventional method for down-sampled measurements. |
format | Online Article Text |
id | pubmed-5038798 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-50387982016-09-29 FGG-NUFFT-Based Method for Near-Field 3-D Imaging Using Millimeter Waves Kan, Yingzhi Zhu, Yongfeng Tang, Liang Fu, Qiang Pei, Hucheng Sensors (Basel) Article In this paper, to deal with the concealed target detection problem, an accurate and efficient algorithm for near-field millimeter wave three-dimensional (3-D) imaging is proposed that uses a two-dimensional (2-D) plane antenna array. First, a two-dimensional fast Fourier transform (FFT) is performed on the scattered data along the antenna array plane. Then, a phase shift is performed to compensate for the spherical wave effect. Finally, fast Gaussian gridding based nonuniform FFT (FGG-NUFFT) combined with 2-D inverse FFT (IFFT) is performed on the nonuniform 3-D spatial spectrum in the frequency wavenumber domain to achieve 3-D imaging. The conventional method for near-field 3-D imaging uses Stolt interpolation to obtain uniform spatial spectrum samples and performs 3-D IFFT to reconstruct a 3-D image. Compared with the conventional method, our FGG-NUFFT based method is comparable in both efficiency and accuracy in the full sampled case and can obtain more accurate images with less clutter and fewer noisy artifacts in the down-sampled case, which are good properties for practical applications. Both simulation and experimental results demonstrate that the FGG-NUFFT-based near-field 3-D imaging algorithm can have better imaging performance than the conventional method for down-sampled measurements. MDPI 2016-09-19 /pmc/articles/PMC5038798/ /pubmed/27657066 http://dx.doi.org/10.3390/s16091525 Text en © 2016 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 Kan, Yingzhi Zhu, Yongfeng Tang, Liang Fu, Qiang Pei, Hucheng FGG-NUFFT-Based Method for Near-Field 3-D Imaging Using Millimeter Waves |
title | FGG-NUFFT-Based Method for Near-Field 3-D Imaging Using Millimeter Waves |
title_full | FGG-NUFFT-Based Method for Near-Field 3-D Imaging Using Millimeter Waves |
title_fullStr | FGG-NUFFT-Based Method for Near-Field 3-D Imaging Using Millimeter Waves |
title_full_unstemmed | FGG-NUFFT-Based Method for Near-Field 3-D Imaging Using Millimeter Waves |
title_short | FGG-NUFFT-Based Method for Near-Field 3-D Imaging Using Millimeter Waves |
title_sort | fgg-nufft-based method for near-field 3-d imaging using millimeter waves |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5038798/ https://www.ncbi.nlm.nih.gov/pubmed/27657066 http://dx.doi.org/10.3390/s16091525 |
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