基于FMCW毫米波雷達遠于2m生命體征實時監(jiān)測系統(tǒng)研究

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Research on FMCW millimeter wave radar based real-time monitoring system forvital signs beyond
LIU Tao’,ZENG Wei2,WANG Chuchu2,JIANG Rong3,CHEN Yiqin,ZENG Sanyou2 (1.Fire and Rescue Corps of Yangzhou,Yangzhou 225ooo, China; 2.SchoolofMechanicalEngineringandElectronicInformation,China UniversityofGeoscenes,Wuhan43o4,hina; 3.Shenzhen Kaiyangxing Information Technology Co.,Ltd., Shenzhen 5180oo, China)
Abstract:Itisdificulttoextracttheexisting long-rangeradar-based vitalsignsignals,soanimprovedadaptiveparameter variationalmodedecomposition(IAPVMD)algorithmbasedonthetraditionalvariationalmodedecompostion(VMD)forvitalsign monitoringisproposed.Thisalgorithmaimstoextracttheweakvitalsignenergyinformationfromdistantsources.Inadition, theMUICalgorithmisutilizedforspectralpeaksearching,extractingthevitalsignsignalssuefully.Experimentalresults indicate that when the detection distance is 2m and the processing window length is 1 s,the mean absolute error (MAE) of respirationisbelow10%andtheMAEofheartrateisbelow6%overacertainperiodoftime.Furthermore,theproposed algorithmshowsbeterstabilityandhigheracuracyratewhencomparingtheestimatedvitalsignsof1Osubjectswithvarious methods.Whencomparingresultsbasedondiferentdistances,theproposed method performsbestfordataacquiredatdistances over2 m.To sumup,the validity of the proposed method has been proved.
Keywords:FMCW millimeter wave radar; vital sign monitoring; VMD; IAPVMD; mode quantity; penalty coefficien
0 引言
根據(jù)是否需要貼身佩戴檢測設(shè)備,呼吸心跳的測量方法可大致分為接觸式和非接觸式兩類。(剩余8977字)