Dataset Open Access

GSPEED - BLE-based gait speed dataset

Emilio Sansano-Sansano; Fernando J. Aranda; Raúl Montoliu; Fernando J. Álvarez


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{
  "description": "<p>Bluetooth Low Energy (BLE) database to evaluate the gait speed of individuals&nbsp;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.</p>\n\n<p>Each row represents an RSSI measurement. The structure of the dataset is as follows:</p>\n\n<ul>\n\t<li>\n\t<pre><strong>mac</strong>: The MAC address of the detected beacon.\n<strong>rssi</strong>: The RSSI value obtained for the beacon. \n<strong>device</strong>: A four-character descriptor for the smartwatch that performed the scan.\n<strong>timestamp</strong>: The time stamp at which the scan was received.\n<strong>user</strong>: The id of the user that was performing the experiment.\n<strong>direction</strong>: A number (0 or 1) indicating the direction of the walk. \n<strong>walk_id</strong>: A number that identifies each walk. \n<strong>speed</strong>: The actual speed of the user, in $m/s$.</pre>\n\t</li>\n</ul>", 
  "license": "https://creativecommons.org/licenses/by/4.0/legalcode", 
  "creator": [
    {
      "affiliation": "Jaume I University", 
      "@id": "https://orcid.org/0000-0002-7814-0383", 
      "@type": "Person", 
      "name": "Emilio Sansano-Sansano"
    }, 
    {
      "affiliation": "University of Extremadura", 
      "@id": "https://orcid.org/0000-0003-3824-3094", 
      "@type": "Person", 
      "name": "Fernando J. Aranda"
    }, 
    {
      "affiliation": "Jaume I University", 
      "@id": "https://orcid.org/0000-0002-8467-391X", 
      "@type": "Person", 
      "name": "Ra\u00fal Montoliu"
    }, 
    {
      "affiliation": "University of Extremadura", 
      "@id": "https://orcid.org/0000-0002-7610-1452", 
      "@type": "Person", 
      "name": "Fernando J. \u00c1lvarez"
    }
  ], 
  "url": "https://zenodo.org/record/4261381", 
  "datePublished": "2020-11-08", 
  "version": "1.0", 
  "keywords": [
    "Bluetooth Low Energy", 
    "Gait speed", 
    "Walk speed", 
    "BLE"
  ], 
  "@context": "https://schema.org/", 
  "distribution": [
    {
      "contentUrl": "https://zenodo.org/api/files/66e7613c-14a2-4839-adde-c72521bafaee/ble-gspeed.csv", 
      "encodingFormat": "csv", 
      "@type": "DataDownload"
    }
  ], 
  "identifier": "https://doi.org/10.5281/zenodo.4261381", 
  "@id": "https://doi.org/10.5281/zenodo.4261381", 
  "@type": "Dataset", 
  "name": "GSPEED - BLE-based gait speed dataset"
}
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