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...

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Main Authors: Jiaming Yan, Hong Hong, Heng Zhao, Yusheng Li, Chen Gu, Xiaohua Zhu
Format: Article
Language:English
Published: MDPI AG 2016-08-01
Series:Sensors
Subjects:
Online Access:http://www.mdpi.com/1424-8220/16/8/1293
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spelling doaj-006375d4f73144b5b2d0e0b99e9fde572020-11-25T01:08:00ZengMDPI AGSensors1424-82202016-08-01168129310.3390/s16081293s16081293Through-Wall Multiple Targets Vital Signs Tracking Based on VMD AlgorithmJiaming Yan0Hong Hong1Heng Zhao2Yusheng Li3Chen Gu4Xiaohua Zhu5School of Electronic and Optical Engineering, Nanjing University of Science and Technology, Nanjing 210094, ChinaSchool of Electronic and Optical Engineering, Nanjing University of Science and Technology, Nanjing 210094, ChinaSchool of Electronic and Optical Engineering, Nanjing University of Science and Technology, Nanjing 210094, ChinaSchool of Electronic and Optical Engineering, Nanjing University of Science and Technology, Nanjing 210094, ChinaSchool of Electronic and Optical Engineering, Nanjing University of Science and Technology, Nanjing 210094, ChinaSchool of Electronic and Optical Engineering, Nanjing University of Science and Technology, Nanjing 210094, ChinaTargets 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.http://www.mdpi.com/1424-8220/16/8/1293ultra-wideband radarvariational mode decompositiontime-frequency analysisthrough-wall detection
collection DOAJ
language English
format Article
sources DOAJ
author Jiaming Yan
Hong Hong
Heng Zhao
Yusheng Li
Chen Gu
Xiaohua Zhu
spellingShingle Jiaming Yan
Hong Hong
Heng Zhao
Yusheng Li
Chen Gu
Xiaohua Zhu
Through-Wall Multiple Targets Vital Signs Tracking Based on VMD Algorithm
Sensors
ultra-wideband radar
variational mode decomposition
time-frequency analysis
through-wall detection
author_facet Jiaming Yan
Hong Hong
Heng Zhao
Yusheng Li
Chen Gu
Xiaohua Zhu
author_sort Jiaming Yan
title 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_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_sort through-wall multiple targets vital signs tracking based on vmd algorithm
publisher MDPI AG
series Sensors
issn 1424-8220
publishDate 2016-08-01
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.
topic ultra-wideband radar
variational mode decomposition
time-frequency analysis
through-wall detection
url http://www.mdpi.com/1424-8220/16/8/1293
work_keys_str_mv AT jiamingyan throughwallmultipletargetsvitalsignstrackingbasedonvmdalgorithm
AT honghong throughwallmultipletargetsvitalsignstrackingbasedonvmdalgorithm
AT hengzhao throughwallmultipletargetsvitalsignstrackingbasedonvmdalgorithm
AT yushengli throughwallmultipletargetsvitalsignstrackingbasedonvmdalgorithm
AT chengu throughwallmultipletargetsvitalsignstrackingbasedonvmdalgorithm
AT xiaohuazhu throughwallmultipletargetsvitalsignstrackingbasedonvmdalgorithm
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