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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...

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Detalles Bibliográficos
Autores principales: Ma, Yigeng, Hong, Hong, Zhu, Xiaohua
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2018
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).
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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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