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Conference Paper: Locating in fingerprint space: Wireless indoor localization with little human intervention

TitleLocating in fingerprint space: Wireless indoor localization with little human intervention
Authors
KeywordsSmartphones
RSS fingerprint
Site survey
Indoor localization
Floor plan
Issue Date2012
Citation
Proceedings of the Annual International Conference on Mobile Computing and Networking, MOBICOM, 2012, p. 269-280 How to Cite?
AbstractIndoor localization is of great importance for a range of pervasive applications, attracting many research efforts in the past decades. Most radio-based solutions require a process of site survey, in which radio signatures of an interested area are annotated with their real recorded locations. Site survey involves intensive costs on manpower and time, limiting the applicable buildings of wireless localization worldwide. In this study, we investigate novel sensors integrated in modern mobile phones and leverage user motions to construct the radio map of a floor plan, which is previously obtained only by site survey. On this basis, we design LiFS, an indoor localization system based on off-the-shelf WiFi infrastructure and mobile phones. LiFS is deployed in an office building covering over 1600m2, and its deployment is easy and rapid since little human intervention is needed. In LiFS, the calibration of fingerprints is crowdsourced and automatic. Experiment results show that LiFS achieves comparable location accuracy to previous approaches even without site survey. Copyright © 2012 ACM.
Persistent Identifierhttp://hdl.handle.net/10722/303385
ISI Accession Number ID

 

DC FieldValueLanguage
dc.contributor.authorYang, Zheng-
dc.contributor.authorWu, Chenshu-
dc.contributor.authorLiu, Yunhao-
dc.date.accessioned2021-09-15T08:25:12Z-
dc.date.available2021-09-15T08:25:12Z-
dc.date.issued2012-
dc.identifier.citationProceedings of the Annual International Conference on Mobile Computing and Networking, MOBICOM, 2012, p. 269-280-
dc.identifier.urihttp://hdl.handle.net/10722/303385-
dc.description.abstractIndoor localization is of great importance for a range of pervasive applications, attracting many research efforts in the past decades. Most radio-based solutions require a process of site survey, in which radio signatures of an interested area are annotated with their real recorded locations. Site survey involves intensive costs on manpower and time, limiting the applicable buildings of wireless localization worldwide. In this study, we investigate novel sensors integrated in modern mobile phones and leverage user motions to construct the radio map of a floor plan, which is previously obtained only by site survey. On this basis, we design LiFS, an indoor localization system based on off-the-shelf WiFi infrastructure and mobile phones. LiFS is deployed in an office building covering over 1600m2, and its deployment is easy and rapid since little human intervention is needed. In LiFS, the calibration of fingerprints is crowdsourced and automatic. Experiment results show that LiFS achieves comparable location accuracy to previous approaches even without site survey. Copyright © 2012 ACM.-
dc.languageeng-
dc.relation.ispartofProceedings of the Annual International Conference on Mobile Computing and Networking, MOBICOM-
dc.subjectSmartphones-
dc.subjectRSS fingerprint-
dc.subjectSite survey-
dc.subjectIndoor localization-
dc.subjectFloor plan-
dc.titleLocating in fingerprint space: Wireless indoor localization with little human intervention-
dc.typeConference_Paper-
dc.description.naturelink_to_subscribed_fulltext-
dc.identifier.doi10.1145/2348543.2348578-
dc.identifier.scopuseid_2-s2.0-84866633671-
dc.identifier.spage269-
dc.identifier.epage280-
dc.identifier.isiWOS:000332851000025-

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