BLE-GSpeed: A new BLE- based dataset to estimate user gait speed
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Other documents of the author: Sansano-Sansano, Emilio; Aranda Polo, Fernando Jesús; Montoliu Colás, Raul; Alvarez, Fernando J.
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comunitat-uji-handle2:10234/7034
comunitat-uji-handle3:10234/8619
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Title
BLE-GSpeed: A new BLE- based dataset to estimate user gait speedAuthor (s)
Date
2020-12-07Publisher
MDPIISSN
2306-5729Bibliographic citation
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/data5040115Type
info:eu-repo/semantics/articlePublisher version
https://www.mdpi.com/2306-5729/5/4/115Version
info:eu-repo/semantics/publishedVersionSubject
Abstract
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. [-]
Is part of
Data, vol.5, n.4 (2020)Related data
https://zenodo.org/record/4261381#.YC5XZOhKjIVFunder Name
Ministerio de Economía y Competitividad | Junta de Extremadura | Generalitat Valenciana
Project code
MICROCEBUS (RTI2018-095168-B-C53/C54) | REPNIN+ (TEC2017-90808-REDT) | GR18038 | AICO/2020/046
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(c) 2020 by the authors
info:eu-repo/semantics/openAccess
info:eu-repo/semantics/openAccess
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