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Detecting heart rate while jogging: blind source separation of gait and heartbeat

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dc.contributor.author Vo, Tuoi T.N.
dc.contributor.author McGuinness, Mark J.
dc.contributor.author Hegarty, Alan F.
dc.contributor.author O'Brien, Stephen B.G.
dc.contributor.author O'Sullivan, Kevin Jeremiah
dc.contributor.author Healy, Sandra
dc.date.accessioned 2018-03-07T09:25:49Z
dc.date.available 2018-03-07T09:25:49Z
dc.date.issued 2016
dc.identifier.issn 1913-4967
dc.identifier.uri http://hdl.handle.net/10344/6629
dc.description peer-reviewed en_US
dc.description.abstract A blind source signal separation problem that was brought to a Study Group in Limerick in 2013 required a way to prevent the gait of a jogger from masking the heartbeat, when detected by a simple photodiode that measures light transmission through a jogger’s wrist tissues. The group was successful in discovering a singular value decomposition (SVD) approach, which not only allows accurate detection of heart rate but also allows recovery of a good facsimile of the entire blood pressure time series from the mixed photodiode signal. en_US
dc.language.iso eng en_US
dc.publisher Springer en_US
dc.relation.ispartofseries Mathematics-in-Industry Case Studies;7:2
dc.relation.uri http://dx.doi.org/10.1186/s40929-016-0004-5
dc.subject blind source separation en_US
dc.subject SVD en_US
dc.subject heart rate monitor en_US
dc.title Detecting heart rate while jogging: blind source separation of gait and heartbeat en_US
dc.type info:eu-repo/semantics/article en_US
dc.type.supercollection all_ul_research en_US
dc.type.supercollection ul_published_reviewed en_US
dc.date.updated 2018-03-07T09:18:09Z
dc.description.version PUBLISHED
dc.identifier.doi 10.1186/s40929-016-0004-5
dc.contributor.sponsor SFI en_US
dc.relation.projectid 13/CW/12578 en_US
dc.relation.projectid 12/IA/1683 en_US
dc.rights.accessrights info:eu-repo/semantics/openAccess en_US
dc.internal.rssid 2729630
dc.internal.copyrightchecked Yes
dc.identifier.journaltitle Mathematics-in-Industry Case Studies
dc.description.status peer-reviewed


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