Literature DB >> 35161922

A Vital Signs Fast Detection and Extraction Method of UWB Impulse Radar Based on SVD.

Siyun Liu1, Qingjie Qi1, Huifeng Cheng1, Lifeng Sun1, Youxin Zhao1, Jiamei Chai1.   

Abstract

The identification of weak vital signs has always been one of the difficulties in the field of life detection. In this paper, a novel vital sign detection and extraction method with high efficiency, high precision, high sensitivity and high signal-to-noise ratio is proposed. Based on the NVA6100 pulse radar system, the radar matrix which contains several radar pulse detection signals is received. According to the characteristics of vital signs and radar matrices, the Singular Value Decomposition (SVD) is adopted to perform signal denoising and decomposition after preprocessing, and the temporal and spatial eigenvectors of each principal component are obtained. Through the energy proportion screening, the Wavelet Transform decomposition and linear trend suppression, relatively pure vital signs in each principal component, are obtained. The human location is detected by the Energy Entropy of spatial eigenvectors, and the respiratory signal and heartbeat signal are restored through a Butterworth Filter and an MTI harmonic canceller. Finally, through an analysis of the performance of the algorithm, it is proved to have the properties of efficiency and accuracy.

Entities:  

Keywords:  energy entropy; singular value decomposition (SVD); temporal and spatial eigenvectors; ultra-wideband radar (UWB); vital sign extraction; wavelet transform decomposition

Mesh:

Year:  2022        PMID: 35161922      PMCID: PMC8839650          DOI: 10.3390/s22031177

Source DB:  PubMed          Journal:  Sensors (Basel)        ISSN: 1424-8220            Impact factor:   3.576


  8 in total

1.  Application of the ARMA method to acoustic detection of coronary artery disease.

Authors:  M Akay; W Welkowitz; J L Semmlow; J Kostis
Journal:  Med Biol Eng Comput       Date:  1991-07       Impact factor: 2.602

2.  Tracking the magnetic carriers of heavy metals in contaminated soils based on X-ray microprobe techniques and wavelet transformation.

Authors:  Xiuling Yu; Yefeng Wang; Shenggao Lu
Journal:  J Hazard Mater       Date:  2019-08-28       Impact factor: 10.588

3.  SoC CMOS UWB Pulse Radar Sensor for Contactless Respiratory Rate Monitoring.

Authors:  D Zito; D Pepe; M Mincica; F Zito; A Tognetti; A Lanata; Danilo De Rossi
Journal:  IEEE Trans Biomed Circuits Syst       Date:  2011-12       Impact factor: 3.833

4.  Detection of life-threatening cardiac arrhythmias using the wavelet transformation.

Authors:  L Khadra; A S al-Fahoum; H al-Nashash
Journal:  Med Biol Eng Comput       Date:  1997-11       Impact factor: 2.602

5.  Stationary wavelet transform based ECG signal denoising method.

Authors:  Ashish Kumar; Harshit Tomar; Virender Kumar Mehla; Rama Komaragiri; Manjeet Kumar
Journal:  ISA Trans       Date:  2020-12-15       Impact factor: 5.468

6.  Through-Wall Multiple Targets Vital Signs Tracking Based on VMD Algorithm.

Authors:  Jiaming Yan; Hong Hong; Heng Zhao; Yusheng Li; Chen Gu; Xiaohua Zhu
Journal:  Sensors (Basel)       Date:  2016-08-15       Impact factor: 3.576

7.  A Radar-Based Smart Sensor for Unobtrusive Elderly Monitoring in Ambient Assisted Living Applications.

Authors:  Giovanni Diraco; Alessandro Leone; Pietro Siciliano
Journal:  Biosensors (Basel)       Date:  2017-11-24

8.  A Novel Noncircular MUSIC Algorithm Based on the Concept of the Difference and Sum Coarray.

Authors:  Zhenhong Chen; Yingtao Ding; Shiwei Ren; Zhiming Chen
Journal:  Sensors (Basel)       Date:  2018-01-25       Impact factor: 3.576

  8 in total

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