Please use this identifier to cite or link to this item: http://hdl.handle.net/10397/95606
PIRA download icon_1.1View/Download Full Text
DC FieldValueLanguage
dc.contributorDepartment of Computingen_US
dc.creatorWang, Yen_US
dc.creatorZheng, Yen_US
dc.date.accessioned2022-09-22T06:14:04Z-
dc.date.available2022-09-22T06:14:04Z-
dc.identifier.issn1536-1233en_US
dc.identifier.urihttp://hdl.handle.net/10397/95606-
dc.language.isoenen_US
dc.publisherInstitute of Electrical and Electronics Engineersen_US
dc.rights© 2019 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works.en_US
dc.rightsThe following publication Y. Wang and Y. Zheng, "TagBreathe: Monitor Breathing with Commodity RFID Systems," in IEEE Transactions on Mobile Computing, vol. 19, no. 4, pp. 969-981, 1 April 2020 is available at https://doi.org/10.1109/TMC.2019.2900214.en_US
dc.subjectBreath monitoringen_US
dc.subjectRFIDen_US
dc.subjectSignal phase and backscatter signalen_US
dc.titleTagBreathe : monitor breathing with commodity RFID systemsen_US
dc.typeJournal/Magazine Articleen_US
dc.identifier.spage969en_US
dc.identifier.epage981en_US
dc.identifier.volume19en_US
dc.identifier.issue4en_US
dc.identifier.doi10.1109/TMC.2019.2900214en_US
dcterms.abstractBreath monitoring helps assess the general personal health and gives clues to chronic diseases. Yet, current breath monitoring technologies are inconvenient and intrusive. For instance, typical breath monitoring devices need to attach nasal probes or chest bands to users. Wireless sensing technologies have been applied to monitor breathing using radio waves without physical contact. Those wireless sensing technologies however require customized radios which are not readily available. More importantly, due to interference, such technologies do not work well with multiple users. When multiple users are present, the detection accuracy of existing systems decreases dramatically. In this paper, we propose to monitor users' breathing using commercial-off-the-shelf (COTS) RFID systems. In our system, passive lightweight RFID tags are attached to users' clothes and backscatter radio waves, and commodity RFID readers report low level data (e.g., phase values). We reliably detect the effective human respiration corresponded signal and track periodic body movement due to inhaling and exhaling by analyzing the low level data reported by commodity readers. To enhance the measurement robustness, we synthesize data streams from an array of multiple tags to improve the monitoring accuracy. Our design follows the standard EPC protocol which arbitrates collisions in the presence of multiple tags. We implement a prototype for the breath monitoring system with commodity RFID systems. The experiment results show that the prototype system can simultaneously monitor breathing with high accuracy even with the presence of multiple users.en_US
dcterms.accessRightsopen accessen_US
dcterms.bibliographicCitationIEEE transactions on mobile computing, Apr. 2020, v. 19, no. 4, 8651399, p. 969-981en_US
dcterms.isPartOfIEEE transactions on mobile computingen_US
dcterms.issued2020-04-
dc.identifier.scopus2-s2.0-85081650199-
dc.identifier.eissn1558-0660en_US
dc.identifier.artn8651399en_US
dc.description.validate202209_bcwwen_US
dc.description.oaAccepted Manuscripten_US
dc.identifier.FolderNumberCOMP-0361-
dc.description.fundingSourceRGCen_US
dc.description.pubStatusPublisheden_US
dc.identifier.OPUS20980854-
dc.description.oaCategoryGreen (AAM)en_US
Appears in Collections:Journal/Magazine Article
Files in This Item:
File Description SizeFormat 
Wang_Tagbreathe_Monitor_Breathing.pdfPre-Published version1.79 MBAdobe PDFView/Open
Open Access Information
Status open access
File Version Final Accepted Manuscript
Access
View full-text via PolyU eLinks SFX Query
Show simple item record

Page views

79
Last Week
1
Last month
Citations as of Oct 13, 2024

Downloads

219
Citations as of Oct 13, 2024

SCOPUSTM   
Citations

40
Citations as of Oct 17, 2024

WEB OF SCIENCETM
Citations

44
Citations as of Oct 17, 2024

Google ScholarTM

Check

Altmetric


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