Advanced template matching algorithm for instantaneous heartbeat detection using continuous wave radar systems

Instantaneous heartbeat detection is a key parameter in modern vital sign monitoring. Continuous wave (CW) radar systems enable contactless measurements of the vibrations on the human skin effected by heartbeats. Since a high accuracy as well as robustness of the measurement sensor is appreciated, t...

Full description

Saved in:
Bibliographic Details
Published in2017 First IEEE MTT-S International Microwave Bio Conference (IMBIOC) pp. 1 - 4
Main Authors Will, Christoph, Kilin Shi, Weigel, Robert, Koelpin, Alexander
Format Conference Proceeding
LanguageEnglish
Published IEEE 01.05.2017
Subjects
Online AccessGet full text
DOI10.1109/IMBIOC.2017.7965797

Cover

Abstract Instantaneous heartbeat detection is a key parameter in modern vital sign monitoring. Continuous wave (CW) radar systems enable contactless measurements of the vibrations on the human skin effected by heartbeats. Since a high accuracy as well as robustness of the measurement sensor is appreciated, the belonging signal processing routine has to deal with challenging requirements. In this paper, an advanced template matching (ATM) algorithm is proposed to enhance the performance regarding instantaneous heartbeat detection using CW radar systems. Compared to common template matching algorithms, multiple heterogeneous templates are utilized in this approach, at which the appropriate template type is determined by prior feature detection. A 24 Ghz Six-Port microwave interferometer is used for vital sign measurements of a person-under-test. The functionality of the proposed algorithm is verified by a synchronous reference electrocardiogram (ECG) and its enhancement is shown by reducing the root-mean-square error (RMSE) of the interbeat intervals (IBI) compared to an ordinary template matching algorithm.
AbstractList Instantaneous heartbeat detection is a key parameter in modern vital sign monitoring. Continuous wave (CW) radar systems enable contactless measurements of the vibrations on the human skin effected by heartbeats. Since a high accuracy as well as robustness of the measurement sensor is appreciated, the belonging signal processing routine has to deal with challenging requirements. In this paper, an advanced template matching (ATM) algorithm is proposed to enhance the performance regarding instantaneous heartbeat detection using CW radar systems. Compared to common template matching algorithms, multiple heterogeneous templates are utilized in this approach, at which the appropriate template type is determined by prior feature detection. A 24 Ghz Six-Port microwave interferometer is used for vital sign measurements of a person-under-test. The functionality of the proposed algorithm is verified by a synchronous reference electrocardiogram (ECG) and its enhancement is shown by reducing the root-mean-square error (RMSE) of the interbeat intervals (IBI) compared to an ordinary template matching algorithm.
Author Will, Christoph
Kilin Shi
Weigel, Robert
Koelpin, Alexander
Author_xml – sequence: 1
  givenname: Christoph
  surname: Will
  fullname: Will, Christoph
  email: christoph.will@fau.de
  organization: Inst. for Electron. Eng., Friedrich-Alexander Univ. of Erlangen-Nuremberg, Erlangen, Germany
– sequence: 2
  surname: Kilin Shi
  fullname: Kilin Shi
  organization: Inst. for Electron. Eng., Friedrich-Alexander Univ. of Erlangen-Nuremberg, Erlangen, Germany
– sequence: 3
  givenname: Robert
  surname: Weigel
  fullname: Weigel, Robert
  organization: Inst. for Electron. Eng., Friedrich-Alexander Univ. of Erlangen-Nuremberg, Erlangen, Germany
– sequence: 4
  givenname: Alexander
  surname: Koelpin
  fullname: Koelpin, Alexander
  organization: Inst. for Electron. Eng., Friedrich-Alexander Univ. of Erlangen-Nuremberg, Erlangen, Germany
BookMark eNotUEtqwzAUVKFdNGlPkI0uYFeyYstapqYfQ0o22Ydn6SkW2HKQ5JTcvgkNDAwM84FZkEc_eSRkxVnOOVNv7c97u2vygnGZS1WVUskHsuClqCsuuZDPxG_MGbxGQxOOpwES0hGS7p0_UhiOU3CpH6mdAnU-JvBX4DRH2iOE1CEkajChTm7ydI63lJ58cn6-mX7hjDSAgUDjJV4H4gt5sjBEfL3zkuw_P_bNd7bdfbXNZps5xVJWVBWyzpQdgNVQ1WLNCo1aaYFdya3h2jDJa6tUrUxty6umBFszUVmDpuBiSVb_tQ4RD6fgRgiXw_0B8QedGVnC
ContentType Conference Proceeding
DBID 6IE
6IL
CBEJK
RIE
RIL
DOI 10.1109/IMBIOC.2017.7965797
DatabaseName IEEE Electronic Library (IEL) Conference Proceedings
IEEE Xplore POP ALL
IEEE Xplore All Conference Proceedings
IEEE Xplore
IEEE Proceedings Order Plans (POP All) 1998-Present
DatabaseTitleList
Database_xml – sequence: 1
  dbid: RIE
  name: IEEE Electronic Library (IEL)
  url: https://proxy.k.utb.cz/login?url=https://ieeexplore.ieee.org/
  sourceTypes: Publisher
DeliveryMethod fulltext_linktorsrc
EISBN 1538617137
9781538617137
EndPage 4
ExternalDocumentID 7965797
Genre orig-research
GroupedDBID 6IE
6IL
CBEJK
RIE
RIL
ID FETCH-LOGICAL-i90t-266e0bd5baafca683402cec9c3eb51fd1cd0718f9989d8f551f9304036fded213
IEDL.DBID RIE
IngestDate Thu Jun 29 18:38:01 EDT 2023
IsPeerReviewed false
IsScholarly false
Language English
LinkModel DirectLink
MergedId FETCHMERGED-LOGICAL-i90t-266e0bd5baafca683402cec9c3eb51fd1cd0718f9989d8f551f9304036fded213
PageCount 4
ParticipantIDs ieee_primary_7965797
PublicationCentury 2000
PublicationDate 2017-May
PublicationDateYYYYMMDD 2017-05-01
PublicationDate_xml – month: 05
  year: 2017
  text: 2017-May
PublicationDecade 2010
PublicationTitle 2017 First IEEE MTT-S International Microwave Bio Conference (IMBIOC)
PublicationTitleAbbrev IMBIOC
PublicationYear 2017
Publisher IEEE
Publisher_xml – name: IEEE
Score 1.6719193
Snippet Instantaneous heartbeat detection is a key parameter in modern vital sign monitoring. Continuous wave (CW) radar systems enable contactless measurements of the...
SourceID ieee
SourceType Publisher
StartPage 1
SubjectTerms biomedical signal processing
digital signal processing
Electrocardiography
electromagnetic measurements
Feature extraction
Heart beat
Radar
radar interferometry
radar signal processing
Shape
Signal processing algorithms
Training
Title Advanced template matching algorithm for instantaneous heartbeat detection using continuous wave radar systems
URI https://ieeexplore.ieee.org/document/7965797
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
link http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwjV3PS8MwFA7bTp5UNvE3OXi0XbumbXLU4diEqYcJu438eJnF2Y3aKvjXm6R1ongQcgghISUhed9rvvc9hC4SLplNBegFEWiPEAIeJcA8ogMREB6E3LEqp3fJ-JHczuN5C11uY2EAwJHPwLdV95av1rKyv8r6KUvilKVt1E5pUsdqNUJCYcD6k-n15H5o2Vqp3_T8kTLFWYzRLpp-zVUTRZ79qhS-_Pglw_jfj9lDve_YPPywtTr7qAV5F-VXzVM-tlJTK4MfsUGijiaJ-Wq5LrLy6QUbfIozBwdNAePyY5vOuhTmOsYKSkfKyrFlwi-xpbBneWU7vfM3wAVXvMC17vNrD81GN7Ph2GsyKXgZC0rPGGEIhIoF51ryhEbGaZQgmYxAxKFWoVQGaVBtXC-mqDYgSrPInO4o0QrUIIwOUCdf53CIsKSRCoUgVDJCpB0ykIolMAilpipVR6hrl2qxqbUyFs0qHf_dfIJ27HbVBMJT1CmLCs6MkS_FudvdTxAlra4
linkProvider IEEE
linkToHtml http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwjV07T8MwELZKGWAC1CLeeGAkbdI4D49QUbXQFIYidav8OENESVFIQOLXYzuhCMSA5CGyHNuyldx39nffIXQWMkFNKkDH9UE5hBBwYgLUIcrlLmGuxyyrMpmEw3tyPQtmDXS-ioUBAEs-g455tHf5cilKc1TWjWgYRDRaQ-uB7jWoorVqKSHPpd1Rcjm67Ru-VtSp2_5ImmJtxmALJV-jVVSRp05Z8I74-CXE-N_pbKP2d3QevlvZnR3UgKyFsov6Mh8bsamFRpBYY1FLlMRs8bDM0-LxGWuEilMLCHUB7fRjk9C64PqHjCUUlpaVYcOFf8CGxJ5mpWn0zt4A50yyHFfKz69tNB1cTftDp86l4KTULRxthsHlMuCMKcHC2NduowBBhQ888JT0hNRYI1ba-aIyVhpGKerr79sPlQTZ8_xd1MyWGewhLGJfepyTWFBChHmlJyQNoecJFctI7qOWWar5S6WWMa9X6eDv6lO0MZwm4_l4NLk5RJtm6yo64RFqFnkJx9rkF_zE7vQnTpOw-w
openUrl ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Abook&rft.genre=proceeding&rft.title=2017+First+IEEE+MTT-S+International+Microwave+Bio+Conference+%28IMBIOC%29&rft.atitle=Advanced+template+matching+algorithm+for+instantaneous+heartbeat+detection+using+continuous+wave+radar+systems&rft.au=Will%2C+Christoph&rft.au=Kilin+Shi&rft.au=Weigel%2C+Robert&rft.au=Koelpin%2C+Alexander&rft.date=2017-05-01&rft.pub=IEEE&rft.spage=1&rft.epage=4&rft_id=info:doi/10.1109%2FIMBIOC.2017.7965797&rft.externalDocID=7965797