CapLoc: Capacitive Sensing Floor for Device-Free Localization and Fall Detection

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dc.citation.volume8
dc.contributor.authorFaulkner N
dc.contributor.authorParr B
dc.contributor.authorAlam F
dc.contributor.authorLegg M
dc.contributor.authorDemidenko S
dc.date.available2020
dc.date.issued12/10/2020
dc.description.abstractPassive indoor positioning, also known as Device-Free Localization (DFL), has applications such as occupancy sensing, human-computer interaction, fall detection, and many other location-based services in smart buildings. Vision-, infrared-, wireless-based DFL solutions have been widely explored in recent years. They are characterized by respective strengths and weaknesses in terms of the desired accuracy, feasibility in various real-world scenarios, etc. Passive positioning by tracking the footsteps on the floor has been put forward as one of the promising options. This article introduces CapLoc, a floor-based DFL solution that can localize a subject in real-time using capacitive sensing. Experimental results with three individuals walking 39 paths on the CapLoc show that it can detect and localize a single target's footsteps accurately with a median localization error of 0.026 m. The potential for fall detection is also shown with the outlines of various poses of the subject lying upon the floor.
dc.description.publication-statusPublished
dc.format.extent187353 - 187364
dc.identifierhttp://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000583561700001&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=c5bb3b2499afac691c2e3c1a83ef6fef
dc.identifier.citationIEEE ACCESS, 2020, 8 pp. 187353 - 187364
dc.identifier.doi10.1109/ACCESS.2020.3029971
dc.identifier.elements-id435228
dc.identifier.harvestedMassey_Dark
dc.identifier.issn2169-3536
dc.identifier.urihttps://hdl.handle.net/10179/15738
dc.publisherIEEE Xplore
dc.relation.isPartOfIEEE ACCESS
dc.subjectCapacitive sensing
dc.subjectdevice-free localization
dc.subjectelectric field sensing
dc.subjectfall detection
dc.subjectfootstep detection
dc.subjectfootstep tracking
dc.subjecthuman sensing
dc.subjectindoor localization
dc.subjectindoor positioning system (IPS)
dc.subjectpassive positioning
dc.subject.anzsrc08 Information and Computing Sciences
dc.subject.anzsrc09 Engineering
dc.subject.anzsrc10 Technology
dc.titleCapLoc: Capacitive Sensing Floor for Device-Free Localization and Fall Detection
dc.typeJournal article
pubs.notesNot known
pubs.organisational-group/Massey University
pubs.organisational-group/Massey University/College of Sciences
pubs.organisational-group/Massey University/College of Sciences/School of Food and Advanced Technology
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