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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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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