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An Algorithm Based Wavelet Entropy for Shadowing Effect of Human Detection Using Ultra-Wideband Bio-Radar
Ultra-wide band (UWB) radar for short-range human target detection is widely used to find and locate survivors in some rescue missions after a disaster. The results of the application of bistatic UWB radar for detecting multi-stationary human targets have shown that human targets close to the radar...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5676672/ https://www.ncbi.nlm.nih.gov/pubmed/28973988 http://dx.doi.org/10.3390/s17102255 |
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author | Xue, Huijun Liu, Miao Zhang, Yang Liang, Fulai Qi, Fugui Chen, Fuming Lv, Hao Wang, Jianqi Zhang, Yang |
author_facet | Xue, Huijun Liu, Miao Zhang, Yang Liang, Fulai Qi, Fugui Chen, Fuming Lv, Hao Wang, Jianqi Zhang, Yang |
author_sort | Xue, Huijun |
collection | PubMed |
description | Ultra-wide band (UWB) radar for short-range human target detection is widely used to find and locate survivors in some rescue missions after a disaster. The results of the application of bistatic UWB radar for detecting multi-stationary human targets have shown that human targets close to the radar antennas are very often visible, while those farther from radar antennas are detected with less reliability. In this paper, on account of the significant difference of frequency content between the echo signal of the human target and that of noise in the shadowing region, an algorithm based on wavelet entropy is proposed to detect multiple targets. Our findings indicate that the entropy value of human targets was much lower than that of noise. Compared with the method of adaptive filtering and the energy spectrum, wavelet entropy can accurately detect the person farther from the radar antennas, and it can be employed as a useful tool in detecting multiple targets by bistatic UWB radar. |
format | Online Article Text |
id | pubmed-5676672 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-56766722017-11-17 An Algorithm Based Wavelet Entropy for Shadowing Effect of Human Detection Using Ultra-Wideband Bio-Radar Xue, Huijun Liu, Miao Zhang, Yang Liang, Fulai Qi, Fugui Chen, Fuming Lv, Hao Wang, Jianqi Zhang, Yang Sensors (Basel) Article Ultra-wide band (UWB) radar for short-range human target detection is widely used to find and locate survivors in some rescue missions after a disaster. The results of the application of bistatic UWB radar for detecting multi-stationary human targets have shown that human targets close to the radar antennas are very often visible, while those farther from radar antennas are detected with less reliability. In this paper, on account of the significant difference of frequency content between the echo signal of the human target and that of noise in the shadowing region, an algorithm based on wavelet entropy is proposed to detect multiple targets. Our findings indicate that the entropy value of human targets was much lower than that of noise. Compared with the method of adaptive filtering and the energy spectrum, wavelet entropy can accurately detect the person farther from the radar antennas, and it can be employed as a useful tool in detecting multiple targets by bistatic UWB radar. MDPI 2017-09-30 /pmc/articles/PMC5676672/ /pubmed/28973988 http://dx.doi.org/10.3390/s17102255 Text en © 2017 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 Xue, Huijun Liu, Miao Zhang, Yang Liang, Fulai Qi, Fugui Chen, Fuming Lv, Hao Wang, Jianqi Zhang, Yang An Algorithm Based Wavelet Entropy for Shadowing Effect of Human Detection Using Ultra-Wideband Bio-Radar |
title | An Algorithm Based Wavelet Entropy for Shadowing Effect of Human Detection Using Ultra-Wideband Bio-Radar |
title_full | An Algorithm Based Wavelet Entropy for Shadowing Effect of Human Detection Using Ultra-Wideband Bio-Radar |
title_fullStr | An Algorithm Based Wavelet Entropy for Shadowing Effect of Human Detection Using Ultra-Wideband Bio-Radar |
title_full_unstemmed | An Algorithm Based Wavelet Entropy for Shadowing Effect of Human Detection Using Ultra-Wideband Bio-Radar |
title_short | An Algorithm Based Wavelet Entropy for Shadowing Effect of Human Detection Using Ultra-Wideband Bio-Radar |
title_sort | algorithm based wavelet entropy for shadowing effect of human detection using ultra-wideband bio-radar |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5676672/ https://www.ncbi.nlm.nih.gov/pubmed/28973988 http://dx.doi.org/10.3390/s17102255 |
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