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Utilization of user feedback in indoor positioning system

Utilization of user feedback in indoor positioning system

Hossain, A.K.M. Mahtab, Nguyen Van, Hien and Soh, Wee-Seng (2010) Utilization of user feedback in indoor positioning system. Pervasive and Mobile Computing, 6 (4). pp. 467-481. ISSN 1574-1192 (Print), 1873-1589 (Online) (doi:https://doi.org/10.1016/j.pmcj.2010.04.003)

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Abstract

We 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.

Item Type: Article
Uncontrolled Keywords: Positioning systems; Indoor localization; User feedback; Bluetooth; Wireless networks
Faculty / Department / Research Group: Faculty of Architecture, Computing & Humanities
Faculty of Architecture, Computing & Humanities > Department of Computing & Information Systems
Last Modified: 27 Feb 2017 17:25
Selected for GREAT 2016: None
Selected for GREAT 2017: None
Selected for GREAT 2018: None
Selected for GREAT 2019: None
URI: http://gala.gre.ac.uk/id/eprint/16358

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