Utilization of user feedback in indoor positioning system

Please use this identifier to cite or link to this item: https://doi.org/10.1016/j.pmcj.2010.04.003

Title:	Utilization of user feedback in indoor positioning system
Authors:	Mahtab Hossain, A.K.M. Nguyen Van, H. Soh, W.-S.
Keywords:	Bluetooth Indoor localization Positioning systems User feedback Wireless networks
Issue Date:	Aug-2010
Citation:	Mahtab 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
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. © 2010 Elsevier B.V. All rights reserved.
Source Title:	Pervasive and Mobile Computing
URI:	http://scholarbank.nus.edu.sg/handle/10635/57765
ISSN:	15741192
DOI:	10.1016/j.pmcj.2010.04.003
Appears in Collections:	Staff Publications

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