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DC Field Value Language Kim, Sangdong - Kim, Bongseok - Jin, Youngseok - Lee, Jonghun - 2021-01-22T07:21:09Z - 2021-01-22T07:21:09Z - 2020-11-26 - 2020-10 -
dc.identifier.citation Journal of Electromagnetic Engineering and Science, v.20, no.4, pp.302 - 306 -
dc.identifier.issn 2671-7255 -
dc.identifier.uri -
dc.description.abstract This letter proposes a method of human identification that measures respiration patterns using frequency-modulated continuous wave (FMCW) radar. We exploit the fact that respiration signal patterns are unique to each individual, and FMCW radar is employed to obtain the respiration information. Based on the strengths of FMCW radar, the proposed algorithm compensates for the inability to distinguish the respiration signals of multiple users, which are difficult for continuous wave radar to measure. The proposed algorithm also employs a deep neural network algorithm instead of the K-nearest neighbor algorithm that was used in a previous study. The proposed algorithm further improves the performance by using a least mean square filter in the input signal of the DNN. The experimental results show that the proposed human identification method successfully classified four persons. © 2020. The Korean Institute of Electromagnetic Engineering and Science. All Rights Reserved. -
dc.language English -
dc.publisher Korean Institute of Electromagnetic Engineering and Science -
dc.title Human Identification by Measuring Respiration Patterns Using Vital FMCW Radar -
dc.type Article -
dc.identifier.doi 10.26866/jees.2020.20.4.302 -
dc.identifier.wosid 000588495100010 -
dc.identifier.scopusid 2-s2.0-85097159983 -
dc.type.local Article(Overseas) -
dc.type.rims ART -
dc.description.journalClass 1 -
dc.citation.publicationname Journal of Electromagnetic Engineering and Science -
dc.identifier.kciid ART002644431 -
dc.identifier.citationVolume 20 -
dc.identifier.citationNumber 4 -
dc.identifier.citationStartPage 302 -
dc.identifier.citationEndPage 306 -
dc.identifier.citationTitle Journal of Electromagnetic Engineering and Science -
dc.type.journalArticle Article -
dc.description.isOpenAccess Y -
dc.subject.keywordAuthor Non-contact Radar -
dc.subject.keywordAuthor DNN -
dc.subject.keywordAuthor Vital FMCW Radar -
dc.subject.keywordAuthor Human Identification -
dc.contributor.affiliatedAuthor Kim, Sangdong -
dc.contributor.affiliatedAuthor Kim, Bongseok -
dc.contributor.affiliatedAuthor Jin, Youngseok -
dc.contributor.affiliatedAuthor Lee, Jonghun -
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Appears in Collections:
Division of Automotive Technology Advanced Radar Tech. Lab 1. Journal Articles
Division of Automotive Technology 1. Journal Articles


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