1. TUHH Open Research (TORE)
  2. TUHH
  3. Publications without fulltext
DC FieldValueLanguage
dc.contributor.authorAlbrecht, Nils Christian-
dc.contributor.authorHeyer, Markus-
dc.contributor.authorWenzel, Marvin-
dc.contributor.authorLanger, Dominik-
dc.contributor.authorLu, Hui-
dc.contributor.authorKölpin, Alexander-
dc.date.accessioned2023-03-17T12:26:41Z-
dc.date.available2023-03-17T12:26:41Z-
dc.date.issued2023-01-
dc.identifier.citationIEEE Radio and Wireless Symposium (RWS 2023): 34-36 (2023-01)de_DE
dc.identifier.isbn978-1-6654-9344-4de_DE
dc.identifier.urihttp://hdl.handle.net/11420/15017-
dc.description.abstractThis contribution presents a 122 GHz continuous wave (CW) radar system capable of detecting human heart sounds over a distance of at least five meters. A bidirectional long short-term memory (LSTM) neural network is used to extract precise inter-beat-intervals (IBIs) from the radar data. A small-scale human trial with two persons is carried out, and the resulting accuracy of the system is compared to a gold-standard electrocardiogram (ECG). The proposed system shows a mean absolute error of 5 ms and a standard deviation (SD) of 63 ms compared to the ECG IBIs.en
dc.language.isoende_DE
dc.publisherIEEEde_DE
dc.subjectcontinuous wave radarde_DE
dc.subjectmachine learningde_DE
dc.subjectvital sign detectionde_DE
dc.subject.ddc004: Informatikde_DE
dc.subject.ddc600: Technikde_DE
dc.subject.ddc610: Medizinde_DE
dc.subject.ddc620: Ingenieurwissenschaftende_DE
dc.titleLong-distance heart sound detection using 122 GHz CW radar with 3D printed high-gain antennasde_DE
dc.typeinProceedingsde_DE
dc.type.dinicontributionToPeriodical-
dcterms.DCMITypeText-
tuhh.abstract.englishThis contribution presents a 122 GHz continuous wave (CW) radar system capable of detecting human heart sounds over a distance of at least five meters. A bidirectional long short-term memory (LSTM) neural network is used to extract precise inter-beat-intervals (IBIs) from the radar data. A small-scale human trial with two persons is carried out, and the resulting accuracy of the system is compared to a gold-standard electrocardiogram (ECG). The proposed system shows a mean absolute error of 5 ms and a standard deviation (SD) of 63 ms compared to the ECG IBIs.de_DE
tuhh.publisher.doi10.1109/RWS55624.2023.10046319-
tuhh.publication.instituteHochfrequenztechnik E-3de_DE
tuhh.type.opusInProceedings (Aufsatz / Paper einer Konferenz etc.)-
dc.type.drivercontributionToPeriodical-
dc.type.casraiConference Paper-
tuhh.container.startpage34de_DE
tuhh.container.endpage36de_DE
dc.relation.conferenceIEEE Radio and Wireless Symposium, RWS 2023de_DE
dc.identifier.scopus2-s2.0-85149343259de_DE
local.status.inpressfalsede_DE
datacite.resourceTypeGeneralConferencePaper-
item.openairecristypehttp://purl.org/coar/resource_type/c_5794-
item.languageiso639-1en-
item.creatorGNDAlbrecht, Nils Christian-
item.creatorGNDHeyer, Markus-
item.creatorGNDWenzel, Marvin-
item.creatorGNDLanger, Dominik-
item.creatorGNDLu, Hui-
item.creatorGNDKölpin, Alexander-
item.mappedtypeinProceedings-
item.cerifentitytypePublications-
item.openairetypeinProceedings-
item.fulltextNo Fulltext-
item.grantfulltextnone-
item.creatorOrcidAlbrecht, Nils Christian-
item.creatorOrcidHeyer, Markus-
item.creatorOrcidWenzel, Marvin-
item.creatorOrcidLanger, Dominik-
item.creatorOrcidLu, Hui-
item.creatorOrcidKölpin, Alexander-
crisitem.author.deptHochfrequenztechnik E-3-
crisitem.author.deptHochfrequenztechnik E-3-
crisitem.author.deptHochfrequenztechnik E-3-
crisitem.author.deptHochfrequenztechnik E-3-
crisitem.author.orcid0000-0001-8991-2505-
crisitem.author.orcid0000-0003-2794-3714-
crisitem.author.orcid0000-0002-9071-5661-
crisitem.author.parentorgStudiendekanat Elektrotechnik, Informatik und Mathematik (E)-
crisitem.author.parentorgStudiendekanat Elektrotechnik, Informatik und Mathematik (E)-
crisitem.author.parentorgStudiendekanat Elektrotechnik, Informatik und Mathematik (E)-
crisitem.author.parentorgStudiendekanat Elektrotechnik, Informatik und Mathematik (E)-
Appears in Collections:Publications without fulltext
Show simple item record

Google ScholarTM

Check

Add Files to Item

Note about this record

Cite this record

Export

Items in TORE are protected by copyright, with all rights reserved, unless otherwise indicated.