BLE-GSpeed: A new BLE- based dataset to estimate user gait speed
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Otros documentos de la autoría: Sansano-Sansano, Emilio; Aranda Polo, Fernando Jesús; Montoliu Colás, Raul; Alvarez, Fernando J.
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Título
BLE-GSpeed: A new BLE- based dataset to estimate user gait speedAutoría
Fecha de publicación
2020-12-07Editor
MDPIISSN
2306-5729Cita bibliográfica
Sansano-Sansano E, Aranda FJ, Montoliu R, Álvarez FJ. BLE-GSpeed: A New BLE-Based Dataset to Estimate User Gait Speed. Data. 2020; 5(4):115. https://doi.org/10.3390/data5040115Tipo de documento
info:eu-repo/semantics/articleVersión de la editorial
https://www.mdpi.com/2306-5729/5/4/115Versión
info:eu-repo/semantics/publishedVersionPalabras clave / Materias
Resumen
To estimate the user gait speed can be crucial in many topics, such as health care systems,
since the presence of difficulties in walking is a core indicator of health and function in aging and
disease. Methods for ... [+]
To estimate the user gait speed can be crucial in many topics, such as health care systems,
since the presence of difficulties in walking is a core indicator of health and function in aging and
disease. Methods for non-invasive and continuous assessment of the gait speed may be key to
enable early detection of cognitive diseases such as dementia or Alzheimer’s disease. Wearable
technologies can provide innovative solutions for healthcare problems. Bluetooth Low Energy (BLE)
technology is excellent for wearables because it is very energy efficient, secure, and inexpensive.
In this paper, the BLE-GSpeed database is presented. The dataset is composed of several BLE RSSI
measurements obtained while users were walking at a constant speed along a corridor. Moreover,
a set of experiments using a baseline algorithm to estimate the gait speed are also presented to
provide baseline results to the research community. [-]
Publicado en
Data, vol.5, n.4 (2020)Datos relacionados
https://zenodo.org/record/4261381#.YC5XZOhKjIVEntidad financiadora
Ministerio de Economía y Competitividad | Junta de Extremadura | Generalitat Valenciana
Código del proyecto o subvención
MICROCEBUS (RTI2018-095168-B-C53/C54) | REPNIN+ (TEC2017-90808-REDT) | GR18038 | AICO/2020/046
Derechos de acceso
(c) 2020 by the authors
info:eu-repo/semantics/openAccess
info:eu-repo/semantics/openAccess
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