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A Framework for Indoor Positioning Including Building Topology

Brunello, A
•
Montanari, A
•
Saccomanno, N
2022
  • journal article

Periodico
IEEE ACCESS
Abstract
In many application domains, position information is of fundamental importance. However, unlike the case of outdoor positioning, producing an accurate position estimation in the indoor setting turns out to be quite difficult. One of the most common localisation strategies makes use of fingerprinting. Research in this area has been faced with a number of challenges, leading to the proposal of a number of localisation algorithms, sampling strategies, benchmark datasets, and representations of building information. This proliferation made the modeling of the indoor positioning domain quite hard from both a theoretical and a practical point of view. In this paper, we propose a general and extensible framework, based on a relational database, that pairs fingerprints with building information. We show how the proposed system successfully deals with a number of problems that affect indoor positioning, supporting a large set of relevant tasks. The source code of the framework is available online, as well as an implementation of it, that provides an interactive open repository of indoor positioning data.
DOI
10.1109/ACCESS.2022.3218301
WOS
WOS:000880586500001
Archivio
https://hdl.handle.net/11390/1237644
info:eu-repo/semantics/altIdentifier/scopus/2-s2.0-85141648226
https://ricerca.unityfvg.it/handle/11390/1237644
Diritti
open access
Soggetti
  • Fingerprint recogniti...

  • Building

  • Relational database

  • Topology

  • Location awarene

  • Wireless fidelity

  • Building topology

  • fingerprinting

  • indoor positioning

  • multi-sensor data

  • relational databases

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