10.5281/zenodo.4261381
https://zenodo.org/records/4261381
oai:zenodo.org:4261381
Emilio Sansano-Sansano
Emilio Sansano-Sansano
0000-0002-7814-0383
Jaume I University
Fernando J. Aranda
Fernando J. Aranda
0000-0003-3824-3094
University of Extremadura
Raúl Montoliu
Raúl Montoliu
0000-0002-8467-391X
Jaume I University
Fernando J. Álvarez
Fernando J. Álvarez
0000-0002-7610-1452
University of Extremadura
GSPEED - BLE-based gait speed dataset
Zenodo
2020
Bluetooth Low Energy
Gait speed
Walk speed
BLE
2020-11-08
10.5281/zenodo.4261380
1.0
Creative Commons Attribution 4.0 International
Bluetooth Low Energy (BLE) database to evaluate the gait speed of individuals in an in-home environment. The database is composed of several BLE RSSI measurements from different wearable devices and different BLE beacons, corresponding to 382 walks performed by 13 actors.
Each row represents an RSSI measurement. The structure of the dataset is as follows:
mac: The MAC address of the detected beacon.
rssi: The RSSI value obtained for the beacon.
device: A four-character descriptor for the smartwatch that performed the scan.
timestamp: The time stamp at which the scan was received.
user: The id of the user that was performing the experiment.
direction: A number (0 or 1) indicating the direction of the walk.
walk_id: A number that identifies each walk.
speed: The actual speed of the user, in $m/s$.
This work was supported in part by the Spanish Ministry of Economy and Competitiveness through projects MICROCEBUS (RTI2018-095168-B-C53/C54), REPNIN+ (TEC2017-90808-REDT) and in part by the Regional Government of Extremadura and the European Regional Development Fund through project GR18038 and the Regional Government of Valencian Community by project AICO/2020/046.