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Interaction Multipath in Through-the-Wall Radar Imaging Based on Compressive Sensing
Clutters caused by multipath have been widely researched in through-the-wall radar imaging (TWRI). The existing research work of multipath only consider reflections from the wall, while in the condition of a small scene, with the increasing number of targets, multipath from targets to targets, named...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5856178/ https://www.ncbi.nlm.nih.gov/pubmed/29439452 http://dx.doi.org/10.3390/s18020549 |
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author | Ma, Yigeng Hong, Hong Zhu, Xiaohua |
author_facet | Ma, Yigeng Hong, Hong Zhu, Xiaohua |
author_sort | Ma, Yigeng |
collection | PubMed |
description | Clutters caused by multipath have been widely researched in through-the-wall radar imaging (TWRI). The existing research work of multipath only consider reflections from the wall, while in the condition of a small scene, with the increasing number of targets, multipath from targets to targets, named interaction multipath, usually generates ghosts, which degrades the performance of TWRI. In order to mitigate the effect of interaction multipath, considering fast data acquisition and measurement reduction, we made use of the propagation characteristic of interaction multipath to build the sparse model of the target scene and developed a compressive sensing (CS)-based method, which is referred to as ‘interaction CS’. For the number of point targets increasing from 5–8, intensive evaluation and direct comparison of the imaging results with existing methods are conducted to show that the proposed interaction CS performs better at ghost suppression in the same condition of the signal-to-noise ratio (SNR). |
format | Online Article Text |
id | pubmed-5856178 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-58561782018-03-20 Interaction Multipath in Through-the-Wall Radar Imaging Based on Compressive Sensing Ma, Yigeng Hong, Hong Zhu, Xiaohua Sensors (Basel) Article Clutters caused by multipath have been widely researched in through-the-wall radar imaging (TWRI). The existing research work of multipath only consider reflections from the wall, while in the condition of a small scene, with the increasing number of targets, multipath from targets to targets, named interaction multipath, usually generates ghosts, which degrades the performance of TWRI. In order to mitigate the effect of interaction multipath, considering fast data acquisition and measurement reduction, we made use of the propagation characteristic of interaction multipath to build the sparse model of the target scene and developed a compressive sensing (CS)-based method, which is referred to as ‘interaction CS’. For the number of point targets increasing from 5–8, intensive evaluation and direct comparison of the imaging results with existing methods are conducted to show that the proposed interaction CS performs better at ghost suppression in the same condition of the signal-to-noise ratio (SNR). MDPI 2018-02-11 /pmc/articles/PMC5856178/ /pubmed/29439452 http://dx.doi.org/10.3390/s18020549 Text en © 2018 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 Ma, Yigeng Hong, Hong Zhu, Xiaohua Interaction Multipath in Through-the-Wall Radar Imaging Based on Compressive Sensing |
title | Interaction Multipath in Through-the-Wall Radar Imaging Based on Compressive Sensing |
title_full | Interaction Multipath in Through-the-Wall Radar Imaging Based on Compressive Sensing |
title_fullStr | Interaction Multipath in Through-the-Wall Radar Imaging Based on Compressive Sensing |
title_full_unstemmed | Interaction Multipath in Through-the-Wall Radar Imaging Based on Compressive Sensing |
title_short | Interaction Multipath in Through-the-Wall Radar Imaging Based on Compressive Sensing |
title_sort | interaction multipath in through-the-wall radar imaging based on compressive sensing |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5856178/ https://www.ncbi.nlm.nih.gov/pubmed/29439452 http://dx.doi.org/10.3390/s18020549 |
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