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Through-Wall Multiple Targets Vital Signs Tracking Based on VMD Algorithm
Targets located at the same distance are easily neglected in most through-wall multiple targets detecting applications which use the single-input single-output (SISO) ultra-wideband (UWB) radar system. In this paper, a novel multiple targets vital signs tracking algorithm for through-wall detection...
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/PMC5017458/ https://www.ncbi.nlm.nih.gov/pubmed/27537880 http://dx.doi.org/10.3390/s16081293 |
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author | Yan, Jiaming Hong, Hong Zhao, Heng Li, Yusheng Gu, Chen Zhu, Xiaohua |
author_facet | Yan, Jiaming Hong, Hong Zhao, Heng Li, Yusheng Gu, Chen Zhu, Xiaohua |
author_sort | Yan, Jiaming |
collection | PubMed |
description | Targets located at the same distance are easily neglected in most through-wall multiple targets detecting applications which use the single-input single-output (SISO) ultra-wideband (UWB) radar system. In this paper, a novel multiple targets vital signs tracking algorithm for through-wall detection using SISO UWB radar has been proposed. Taking advantage of the high-resolution decomposition of the Variational Mode Decomposition (VMD) based algorithm, the respiration signals of different targets can be decomposed into different sub-signals, and then, we can track the time-varying respiration signals accurately when human targets located in the same distance. Intensive evaluation has been conducted to show the effectiveness of our scheme with a 0.15 m thick concrete brick wall. Constant, piecewise-constant and time-varying vital signs could be separated and tracked successfully with the proposed VMD based algorithm for two targets, even up to three targets. For the multiple targets’ vital signs tracking issues like urban search and rescue missions, our algorithm has superior capability in most detection applications. |
format | Online Article Text |
id | pubmed-5017458 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-50174582016-09-22 Through-Wall Multiple Targets Vital Signs Tracking Based on VMD Algorithm Yan, Jiaming Hong, Hong Zhao, Heng Li, Yusheng Gu, Chen Zhu, Xiaohua Sensors (Basel) Article Targets located at the same distance are easily neglected in most through-wall multiple targets detecting applications which use the single-input single-output (SISO) ultra-wideband (UWB) radar system. In this paper, a novel multiple targets vital signs tracking algorithm for through-wall detection using SISO UWB radar has been proposed. Taking advantage of the high-resolution decomposition of the Variational Mode Decomposition (VMD) based algorithm, the respiration signals of different targets can be decomposed into different sub-signals, and then, we can track the time-varying respiration signals accurately when human targets located in the same distance. Intensive evaluation has been conducted to show the effectiveness of our scheme with a 0.15 m thick concrete brick wall. Constant, piecewise-constant and time-varying vital signs could be separated and tracked successfully with the proposed VMD based algorithm for two targets, even up to three targets. For the multiple targets’ vital signs tracking issues like urban search and rescue missions, our algorithm has superior capability in most detection applications. MDPI 2016-08-15 /pmc/articles/PMC5017458/ /pubmed/27537880 http://dx.doi.org/10.3390/s16081293 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 Yan, Jiaming Hong, Hong Zhao, Heng Li, Yusheng Gu, Chen Zhu, Xiaohua Through-Wall Multiple Targets Vital Signs Tracking Based on VMD Algorithm |
title | Through-Wall Multiple Targets Vital Signs Tracking Based on VMD Algorithm |
title_full | Through-Wall Multiple Targets Vital Signs Tracking Based on VMD Algorithm |
title_fullStr | Through-Wall Multiple Targets Vital Signs Tracking Based on VMD Algorithm |
title_full_unstemmed | Through-Wall Multiple Targets Vital Signs Tracking Based on VMD Algorithm |
title_short | Through-Wall Multiple Targets Vital Signs Tracking Based on VMD Algorithm |
title_sort | through-wall multiple targets vital signs tracking based on vmd algorithm |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5017458/ https://www.ncbi.nlm.nih.gov/pubmed/27537880 http://dx.doi.org/10.3390/s16081293 |
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