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PerfLoc (Part 1): An Extensive Data Repository for Development of Smartphone Indoor Localization Apps

Published

Author(s)

Nader Moayeri, Mustafa O. Ergin, Filip Lemic, Vlado Handziski, Adam Wolisz

Abstract

This paper describes a major effort to collect smartphone data useful for indoor localization. Data has been collected with four Android phones according to numerous scenarios in each of four large buildings. The data includes time-stamped traces of various environmental, position, and motion sensors available on a smartphone, Wi-Fi and cellular signal strengths, and GPS fixes, whenever available. Quantitative evidence is presented to validate the collected data and attest to its quality. This unique, extensive data repository is made available to the R&D community through the PerfLoc web portal to facilitate development of smartphone indoor localization apps and to enable performance evaluation of such apps according to the ISO/IEC 18305 international standard in the near future.
Proceedings Title
Proceedings of PIMRC'16
Conference Dates
September 4-7, 2016
Conference Location
Valencia, ES
Conference Title
27th Annual IEEE International Symposium on Personal, Indoor and Mobile Radio Communications

Keywords

indoor localization, tracking, smartphone apps, performance evaluation, web-based testing, reference data sets

Citation

Moayeri, N. , Ergin, M. , Lemic, F. , Handziski, V. and Wolisz, A. (2016), PerfLoc (Part 1): An Extensive Data Repository for Development of Smartphone Indoor Localization Apps, Proceedings of PIMRC'16, Valencia, ES, [online], https://tsapps.nist.gov/publication/get_pdf.cfm?pub_id=921260 (Accessed June 22, 2024)

Issues

If you have any questions about this publication or are having problems accessing it, please contact reflib@nist.gov.

Created September 3, 2016, Updated April 12, 2022