Heart and respiratory rate detection on a bathroom scale based on the ballistocardiogram and the continuous wavelet transform

Ballistocardiography is a non-invasive technique that yields information about the cardiovascular system that is not available in other external signals such as the electrocardiogram (ECG). In the last years, several research groups have obtained the ballistocardiogram (BCG) by using instrumentation...

Full description

Saved in:
Bibliographic Details
Published in2010 Annual International Conference of the IEEE Engineering in Medicine and Biology Vol. 2010; pp. 2557 - 2560
Main Authors Gilaberte, S, Gómez-Clapers, J, Casanella, R, Pallas-Areny, R
Format Conference Proceeding Journal Article
LanguageEnglish
Published United States IEEE 01.01.2010
Subjects
Online AccessGet full text
ISBN1424441234
9781424441235
ISSN1094-687X
1557-170X
DOI10.1109/IEMBS.2010.5626866

Cover

Loading…
Abstract Ballistocardiography is a non-invasive technique that yields information about the cardiovascular system that is not available in other external signals such as the electrocardiogram (ECG). In the last years, several research groups have obtained the ballistocardiogram (BCG) by using instrumentation methods simpler than those available in the 1950s and that did not progress because of their complexity as compared to ultrasound and other noninvasive techniques that are in common use nowadays. We describe a novel method for real-time robust heart- (HR) and respiratory- (RR) rate detection from a subject that stands on a common electronic bathroom scale. BCG signals from the scale are wirelessly sent to a PC where algorithms based on the continuous wavelet transform (CWT) extract the HR and the RR. HR results are compared to those obtained from the ECG. To better assess the RR results, subjects have been asked to synchronize their breathing rate to an on-screen bar-graph set at a constant rate of breaths per minute. This method to obtain the heart and respiratory rates is simple, compact, non-invasive and passive, and can be applied to any person able to stand on an electronic weighing scale, even if wearing shoes.
AbstractList Ballistocardiography is a non-invasive technique that yields information about the cardiovascular system that is not available in other external signals such as the electrocardiogram (ECG). In the last years, several research groups have obtained the ballistocardiogram (BCG) by using instrumentation methods simpler than those available in the 1950s and that did not progress because of their complexity as compared to ultrasound and other noninvasive techniques that are in common use nowadays. We describe a novel method for real-time robust heart- (HR) and respiratory- (RR) rate detection from a subject that stands on a common electronic bathroom scale. BCG signals from the scale are wirelessly sent to a PC where algorithms based on the continuous wavelet transform (CWT) extract the HR and the RR. HR results are compared to those obtained from the ECG. To better assess the RR results, subjects have been asked to synchronize their breathing rate to an on-screen bar-graph set at a constant rate of breaths per minute. This method to obtain the heart and respiratory rates is simple, compact, non-invasive and passive, and can be applied to any person able to stand on an electronic weighing scale, even if wearing shoes.
Author Gilaberte, S
Casanella, R
Pallas-Areny, R
Gómez-Clapers, J
Author_xml – sequence: 1
  givenname: S
  surname: Gilaberte
  fullname: Gilaberte, S
  email: gilaberte@eel.upc.edu
  organization: Dept. of Electron. Eng., Univ. Politec. de Catalunya (UPC), Barcelona, Spain
– sequence: 2
  givenname: J
  surname: Gómez-Clapers
  fullname: Gómez-Clapers, J
  organization: Dept. of Electron. Eng., Univ. Politec. de Catalunya (UPC), Barcelona, Spain
– sequence: 3
  givenname: R
  surname: Casanella
  fullname: Casanella, R
  email: rcasanel@eel.upc.edu
  organization: Dept. of Electron. Eng., Univ. Politec. de Catalunya (UPC), Barcelona, Spain
– sequence: 4
  givenname: R
  surname: Pallas-Areny
  fullname: Pallas-Areny, R
  email: ramon.pallas@upc.edu
  organization: Dept. of Electron. Eng., Univ. Politec. de Catalunya (UPC), Barcelona, Spain
BackLink https://www.ncbi.nlm.nih.gov/pubmed/21096445$$D View this record in MEDLINE/PubMed
BookMark eNpFkN1KAzEQhSNW7I--gILkBbZmZ5Ntc6ml2kLFCxW8K9nNrI3sbkqSKr3w3U1tVRg4fHPOnIvpk05rWyTkImXDNGXyej59uH0aAosscsjHeX5E-ikHznkKHI7_IeMd0osnPMnHo9cu6Xv_zhgwJtJT0oXo5JyLHvmaoXKBqlZTh35tnArWbWkUpBoDlsHYlsZRtFBh5axtqC9VjRE96p0TVjuoa-ODLZXTxr451fxU7qzStsG0G7vx9FN9YI2BBqdaX1nXnJGTStUezw86IC930-fJLFk83s8nN4vEZFkWEjWWRTUqchAcQTIJcsyFBNAZIEu1jhteFhILqLQQlWaVApSVYKWSApjOBuRq37veFA3q5dqZRrnt8vcPMXC5DxhE_LMPP86-Abs5b_4
ContentType Conference Proceeding
Journal Article
DBID 6IE
6IH
CBEJK
RIE
RIO
CGR
CUY
CVF
ECM
EIF
NPM
DOI 10.1109/IEMBS.2010.5626866
DatabaseName IEEE Electronic Library (IEL) Conference Proceedings
IEEE Proceedings Order Plan (POP) 1998-present by volume
IEEE Xplore All Conference Proceedings
IEEE Electronic Library (IEL)
IEEE Proceedings Order Plans (POP) 1998-present
Medline
MEDLINE
MEDLINE (Ovid)
MEDLINE
MEDLINE
PubMed
DatabaseTitle MEDLINE
Medline Complete
MEDLINE with Full Text
PubMed
MEDLINE (Ovid)
DatabaseTitleList MEDLINE

Database_xml – sequence: 1
  dbid: NPM
  name: PubMed
  url: https://proxy.k.utb.cz/login?url=http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed
  sourceTypes: Index Database
– sequence: 2
  dbid: EIF
  name: MEDLINE
  url: https://proxy.k.utb.cz/login?url=https://www.webofscience.com/wos/medline/basic-search
  sourceTypes: Index Database
– sequence: 3
  dbid: RIE
  name: IEEE Electronic Library (IEL)
  url: https://proxy.k.utb.cz/login?url=https://ieeexplore.ieee.org/
  sourceTypes: Publisher
DeliveryMethod fulltext_linktorsrc
Discipline Engineering
EISBN 1424441242
9781424441242
EndPage 2560
ExternalDocumentID 21096445
5626866
Genre orig-research
Research Support, Non-U.S. Gov't
Journal Article
GroupedDBID 6IE
6IF
6IH
AAJGR
ACGFS
AFFNX
ALMA_UNASSIGNED_HOLDINGS
CBEJK
M43
RIE
RIO
RNS
29F
29G
6IK
6IM
CGR
CUY
CVF
ECM
EIF
IPLJI
NPM
ID FETCH-LOGICAL-i333t-a89bf7b6254e290929845922d32e01dd0924cb9eb2fd55fd0fa2e9f50ca9520d3
IEDL.DBID RIE
ISBN 1424441234
9781424441235
ISSN 1094-687X
1557-170X
IngestDate Thu Jan 02 22:40:32 EST 2025
Wed Aug 27 02:53:04 EDT 2025
IsPeerReviewed false
IsScholarly false
Language English
LinkModel DirectLink
MergedId FETCHMERGED-LOGICAL-i333t-a89bf7b6254e290929845922d32e01dd0924cb9eb2fd55fd0fa2e9f50ca9520d3
PMID 21096445
PageCount 4
ParticipantIDs pubmed_primary_21096445
ieee_primary_5626866
PublicationCentury 2000
PublicationDate 2010-01-01
PublicationDateYYYYMMDD 2010-01-01
PublicationDate_xml – month: 01
  year: 2010
  text: 2010-01-01
  day: 01
PublicationDecade 2010
PublicationPlace United States
PublicationPlace_xml – name: United States
PublicationTitle 2010 Annual International Conference of the IEEE Engineering in Medicine and Biology
PublicationTitleAbbrev IEMBS
PublicationTitleAlternate Conf Proc IEEE Eng Med Biol Soc
PublicationYear 2010
Publisher IEEE
Publisher_xml – name: IEEE
SSID ssj0020051
ssj0000452612
ssj0061641
Score 1.6178861
Snippet Ballistocardiography is a non-invasive technique that yields information about the cardiovascular system that is not available in other external signals such...
SourceID pubmed
ieee
SourceType Index Database
Publisher
StartPage 2557
SubjectTerms Algorithms
Ballistocardiography - methods
Band pass filters
Continuous wavelet transforms
Discrete wavelet transforms
Electrocardiography
Electrocardiography - methods
Electrodes
Equipment Design
Female
Heart Rate
Humans
Male
Reproducibility of Results
Respiration
Respiratory Rate
Signal Processing, Computer-Assisted
Time Factors
Wavelet Analysis
Title Heart and respiratory rate detection on a bathroom scale based on the ballistocardiogram and the continuous wavelet transform
URI https://ieeexplore.ieee.org/document/5626866
https://www.ncbi.nlm.nih.gov/pubmed/21096445
Volume 2010
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
link http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwjV1bS8MwFA7bnvTFy6bOG3nw0WxZm3bNq7IxhYmgg72NtElhOFvZWgTB_-456WUyfBD60DS0JZf2nC_5zncIuREGrAzYISZULJiQA8lUzA1DMIICbkFYsHyf_MlMPM69eYPc1rEwxhhLPjM9PLV7-TqNclwq64Ot9gPfb5ImALciVqteT0FpcH8rHYWLJRZsAXxhfjCcV0FdAn7VotJ6KsteFU3DZf9hNL17KShf5eusXjB4-gJDnmwKlh0X1Jqi8QGZVo0oGChvvTwLe9HXjr7jf1t5SDrboD_6XJuzI9IwyTHZ_6VX2CbfE_guMqoSTdfbLXqKahNUm8yyuhIKh6KhwgQM6TvdwCQwFI2lxhrwN6GwWqGiQWS5sEgPs4_EKmTOL5M8zTf0U2FOjIxmlWvdIbPx6PV-wsr8DWzpum7GVCDDeBgCwhLGkRwcsUB40nG06xg-0BquiCiUgO1j7Xmx5rFyjIw9HinpOVy7J6SVpIk5IxRwFiDBYQxoXqNmoBJaYYI0J_S51tLvkjZ25OKjkOhYlH3YJafFQNUV1Uie_33DBdkr6AG4xnJJWtk6N1fgdWThtZ1uPwUyzVc
linkProvider IEEE
linkToHtml http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwjV1LS8NAEB60HtSLj1atzz14NG1MNmn2qljqo0VQobeyyW6gqIm0CYLgf3dm86gUD0IOSZZs2Ecy8-1-8w3AOddoZdAOWVzG3OLiUlgytrVFYIQE3IKwYPmO_MELvxt74xW4qGNhtNaGfKY7dGr28lUa5bRU1kVb7Qe-vwprWBEXRbRWvaJC4uD-QjyKlksM3EIAY_lBb1yFdXH8WfNK7am89qp4Glt0b2-GV08F6at8oVEMRl-fU9CTScKy5IQaY9TfgmHVjIKD8trJs7ATfS0pPP63ndvQWoT9scfaoO3Aik52YfOXYmETvgf4ZWRMJorNFpv0jPQmmNKZ4XUlDA_JQkkpGNJ3NsdpoBmZS0Ul6HHixdsbaRpEhg1LBDFTJRURd36a5Gk-Z5-SsmJkLKuc6xa89G-erwdWmcHBmrqum1kyEGHcCxFjce0IG12xgHvCcZTraPtSKbzDo1Aguo-V58XKjqWjRezZkRSeYyt3DxpJmugDYIi0EAv2YsTzilQDJVeSUqQ5oW8rJfw2NKkjJx-FSMek7MM27BcDVRdUI3n49wNnsD54Hj5MHm5H90ewUZAFaMXlGBrZLNcn6INk4amZej_-gNCn
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=2010+Annual+International+Conference+of+the+IEEE+Engineering+in+Medicine+and+Biology&rft.atitle=Heart+and+respiratory+rate+detection+on+a+bathroom+scale+based+on+the+ballistocardiogram+and+the+continuous+wavelet+transform&rft.au=Gilaberte%2C+S&rft.au=Go%CC%81mez-Clapers%2C+J&rft.au=Casanella%2C+R&rft.au=Pallas-Areny%2C+R&rft.date=2010-01-01&rft.pub=IEEE&rft.isbn=9781424441235&rft.issn=1094-687X&rft.spage=2557&rft.epage=2560&rft_id=info:doi/10.1109%2FIEMBS.2010.5626866&rft_id=info%3Apmid%2F21096445&rft.externalDocID=5626866
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=1094-687X&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=1094-687X&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=1094-687X&client=summon