Bergeron Frédéric, Bouchard Kévin, Giroux Sylvain, Gaboury Sébastien et Bouchard Bruno. (2016). Qualitative tracking of objects in a smart home : a passive RFID spproach based on decision trees. Dans PETRA '16 : Proceedings of the 9th ACM International conference on pervasive technologies related to assistive environments. (p. 1-8). New York, NY, United States : Association for computing machinery.
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URL officielle: http://dx.doi.org/doi:10.1145/2910674.2910700
Résumé
This paper presents a novel Indoor Tracking System (ITS) based on passive radio-frequency identification (RFID) technology. The new ITS exploits decision trees built from one dataset per room of a smart home. The datasets are built using a bottle equipped with four class 3 RFID tags and by dividing each room into qualitative zones. The paper discusses how to exploit positioning from decision trees to implement real-time tracking. The long term goal of this ITS is to extract qualitative spatial information to improve recognition of daily living activities' granularity. The results obtained are very encouraging as the average accuracy of the trajectories recognized is over 75%.
| Type de document: | Chapitre de livre |
|---|---|
| Date: | 2016 |
| Lieu de publication: | New York, NY, United States |
| Identifiant unique: | 10.1145/2910674.2910700 |
| Sujets: | Sciences naturelles et génie > Sciences mathématiques > Informatique |
| Département, module, service et unité de recherche: | Départements et modules > Département d'informatique et de mathématique |
| Mots-clés: | proceedings, RFID, tracking system, smart home |
| Déposé le: | 15 févr. 2021 16:44 |
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| Dernière modification: | 15 févr. 2021 16:44 |
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