Title :
Wi-Fi fingerprinting in the real world - RTLS@UM at the EvAAL competition
Author :
Adriano Moreira;Maria Jo?o Nicolau;Filipe Meneses;Ant?nio Costa
Author_Institution :
Algoritmi Research Centre, University of Minho, Portugal
Abstract :
Research and development around indoor positioning and navigation is capturing the attention of an increasing number of research groups and labs around the world. Among the several techniques being proposed for indoor positioning, solutions based on Wi-Fi fingerprinting are the most popular since they exploit existing WLAN infrastructures to support software-only positioning, tracking and navigation applications. Despite the enormous research efforts in this domain, and despite the existence of some commercial products based on Wi-Fi fingerprinting, it is still difficult to compare the performance, in the real world, of the several existing solutions. The EvAAL competition, hosted by the IPIN 2015 conference, contributed to fill this gap. This paper describes the experience of the RTLS@UM team in participating in track 3 of that competition.
Keywords :
"Fingerprint recognition","Training","IEEE 802.11 Standard","Databases","Floors","Indoor navigation"
Conference_Titel :
Indoor Positioning and Indoor Navigation (IPIN), 2015 International Conference on
DOI :
10.1109/IPIN.2015.7346967