Please use this identifier to cite or link to this item: https://doi.org/10.1016/j.pmcj.2010.04.003
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dc.titleUtilization of user feedback in indoor positioning system
dc.contributor.authorMahtab Hossain, A.K.M.
dc.contributor.authorNguyen Van, H.
dc.contributor.authorSoh, W.-S.
dc.date.accessioned2014-06-17T03:09:56Z
dc.date.available2014-06-17T03:09:56Z
dc.date.issued2010-08
dc.identifier.citationMahtab Hossain, A.K.M., Nguyen Van, H., Soh, W.-S. (2010-08). Utilization of user feedback in indoor positioning system. Pervasive and Mobile Computing 6 (4) : 467-481. ScholarBank@NUS Repository. https://doi.org/10.1016/j.pmcj.2010.04.003
dc.identifier.issn15741192
dc.identifier.urihttp://scholarbank.nus.edu.sg/handle/10635/57765
dc.description.abstractWe propose an interpolation-based fingerprinting technique utilizing user feedback which does not require an exhaustive training phase typically seen in the indoor localization solutions. We argue that the contribution of users' feedback to any positioning system is two-fold. Firstly, users' feedback greatly help in fine-tuning an under-trained positioning system with proper filtering. Secondly, if users are well-behaved, our experimental results show that the participation of end-users can actually assist in the construction of a positioning system incrementally from scratch. We also show that user feedback-based positioning system adapts quite well when surroundings change. Our present system is built upon Bluetooth. © 2010 Elsevier B.V. All rights reserved.
dc.description.urihttp://libproxy1.nus.edu.sg/login?url=http://dx.doi.org/10.1016/j.pmcj.2010.04.003
dc.sourceScopus
dc.subjectBluetooth
dc.subjectIndoor localization
dc.subjectPositioning systems
dc.subjectUser feedback
dc.subjectWireless networks
dc.typeArticle
dc.contributor.departmentELECTRICAL & COMPUTER ENGINEERING
dc.description.doi10.1016/j.pmcj.2010.04.003
dc.description.sourcetitlePervasive and Mobile Computing
dc.description.volume6
dc.description.issue4
dc.description.page467-481
dc.identifier.isiut000208192900006
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