Dataset Open Access

GSPEED - BLE-based gait speed dataset

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

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  "publisher": "Zenodo", 
  "DOI": "10.5281/zenodo.4261381", 
  "title": "GSPEED - BLE-based gait speed dataset", 
  "issued": {
    "date-parts": [
  "abstract": "<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>", 
  "author": [
      "family": "Emilio Sansano-Sansano"
      "family": "Fernando J. Aranda"
      "family": "Ra\u00fal Montoliu"
      "family": "Fernando J. \u00c1lvarez"
  "note": "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.", 
  "version": "1.0", 
  "type": "dataset", 
  "id": "4261381"
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