BLE RSS Measurements Dataset for Research on Accurate Indoor Positioning
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Otros documentos de la autoría: Mendoza-Silva, Germán Martín; Matey-Sanz, Miguel; Torres-Sospedra, Joaquín; Huerta, Joaquin
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Título
BLE RSS Measurements Dataset for Research on Accurate Indoor PositioningFecha de publicación
2019-03Editor
MDPICita bibliográfica
MENDOZA-SILVA, Germán; MATEY-SANZ, Miguel; TORRES-SOSPEDRA, Joaquín; HUERTA, Joaquín (2019). BLE RSS Measurements Dataset for Research on Accurate Indoor Positioning. Data, v. 4, issue 1Tipo de documento
info:eu-repo/semantics/articleVersión de la editorial
https://www.mdpi.com/2306-5729/4/1/12Versión
info:eu-repo/semantics/publishedVersionPalabras clave / Materias
Resumen
RSS-based indoor positioning is a consolidated research field for which several techniques
have been proposed. Among them, Bluetooth Low Energy (BLE) beacons are a popular option for
practical applications. This ... [+]
RSS-based indoor positioning is a consolidated research field for which several techniques
have been proposed. Among them, Bluetooth Low Energy (BLE) beacons are a popular option for
practical applications. This paper presents a new BLE RSS database that was created to aid in the
development of new BLE RSS-based positioning methods and to encourage their reproducibility
and comparability. The measurements were collected in two university zones: an area among
bookshelves in a library and an area of an office space. Each zone had its own batch of deployed
iBKS 105 beacons, configured to broadcast advertisements every 200 ms. The collection in the library
zone was performed using three Android smartphones of different brands and models, with beacons
broadcasting at −12 dBm transmission power, while in the other zone the collection was performed
using of one those smartphones with beacons configured to advertise at the −4 dBm, −12 dBm
and −20 dBm transmission powers. Supporting materials and scripts are provided along with
the database, which annotate the BLE readings, provide details on the collection, the environment,
and the BLE beacon deployments, ease the database usage, and introduce the reader to BLE RSS-based
positioning and its challenges. The BLE RSS database and its supporting materials are available at
the Zenodo repository under the open-source MIT license. [-]
Publicado en
Data (2019), v. 4, issue 1Proyecto de investigación
1) Grant PREDOC/2016/55 by Universitat Jaume I; 2) European Union’s Horizon 2020 research and innovation programme under the Marie Skłodowska Curie grant agreement No. 813278 (A-WEAR: A network for dynamic wearable applications with privacy constraints, http://www.a-wear.eu/); 3) Agència Valenciana de la Innovació transfer programme under the “Valorización, transferencia y explotación por las empresas de resultados de I+D” funding line INNVAL10/18/049 (Prototipo de Asistente Virtual Basado en Geolocalización para Visitas Guiadas en Museos).Derechos de acceso
info:eu-repo/semantics/openAccess
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