Dataset Open Access

GSPEED - BLE-based gait speed dataset

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


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  <identifier identifierType="DOI">10.5281/zenodo.4261381</identifier>
  <creators>
    <creator>
      <creatorName>Emilio Sansano-Sansano</creatorName>
      <nameIdentifier nameIdentifierScheme="ORCID" schemeURI="http://orcid.org/">0000-0002-7814-0383</nameIdentifier>
      <affiliation>Jaume I University</affiliation>
    </creator>
    <creator>
      <creatorName>Fernando J. Aranda</creatorName>
      <nameIdentifier nameIdentifierScheme="ORCID" schemeURI="http://orcid.org/">0000-0003-3824-3094</nameIdentifier>
      <affiliation>University of Extremadura</affiliation>
    </creator>
    <creator>
      <creatorName>Raúl Montoliu</creatorName>
      <nameIdentifier nameIdentifierScheme="ORCID" schemeURI="http://orcid.org/">0000-0002-8467-391X</nameIdentifier>
      <affiliation>Jaume I University</affiliation>
    </creator>
    <creator>
      <creatorName>Fernando J. Álvarez</creatorName>
      <nameIdentifier nameIdentifierScheme="ORCID" schemeURI="http://orcid.org/">0000-0002-7610-1452</nameIdentifier>
      <affiliation>University of Extremadura</affiliation>
    </creator>
  </creators>
  <titles>
    <title>GSPEED - BLE-based gait speed dataset</title>
  </titles>
  <publisher>Zenodo</publisher>
  <publicationYear>2020</publicationYear>
  <subjects>
    <subject>Bluetooth Low Energy</subject>
    <subject>Gait speed</subject>
    <subject>Walk speed</subject>
    <subject>BLE</subject>
  </subjects>
  <dates>
    <date dateType="Issued">2020-11-08</date>
  </dates>
  <resourceType resourceTypeGeneral="Dataset"/>
  <alternateIdentifiers>
    <alternateIdentifier alternateIdentifierType="url">https://zenodo.org/record/4261381</alternateIdentifier>
  </alternateIdentifiers>
  <relatedIdentifiers>
    <relatedIdentifier relatedIdentifierType="DOI" relationType="IsVersionOf">10.5281/zenodo.4261380</relatedIdentifier>
    <relatedIdentifier relatedIdentifierType="URL" relationType="IsPartOf">https://zenodo.org/communities/zenodo</relatedIdentifier>
  </relatedIdentifiers>
  <version>1.0</version>
  <rightsList>
    <rights rightsURI="https://creativecommons.org/licenses/by/4.0/legalcode">Creative Commons Attribution 4.0 International</rights>
    <rights rightsURI="info:eu-repo/semantics/openAccess">Open Access</rights>
  </rightsList>
  <descriptions>
    <description descriptionType="Abstract">&lt;p&gt;Bluetooth Low Energy (BLE) database to evaluate the gait speed of individuals&amp;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.&lt;/p&gt;

&lt;p&gt;Each row represents an RSSI measurement. The structure of the dataset is as follows:&lt;/p&gt;

&lt;ul&gt;
	&lt;li&gt;
	&lt;pre&gt;&lt;strong&gt;mac&lt;/strong&gt;: The MAC address of the detected beacon.
&lt;strong&gt;rssi&lt;/strong&gt;: The RSSI value obtained for the beacon. 
&lt;strong&gt;device&lt;/strong&gt;: A four-character descriptor for the smartwatch that performed the scan.
&lt;strong&gt;timestamp&lt;/strong&gt;: The time stamp at which the scan was received.
&lt;strong&gt;user&lt;/strong&gt;: The id of the user that was performing the experiment.
&lt;strong&gt;direction&lt;/strong&gt;: A number (0 or 1) indicating the direction of the walk. 
&lt;strong&gt;walk_id&lt;/strong&gt;: A number that identifies each walk. 
&lt;strong&gt;speed&lt;/strong&gt;: The actual speed of the user, in $m/s$.&lt;/pre&gt;
	&lt;/li&gt;
&lt;/ul&gt;</description>
    <description descriptionType="Other">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.</description>
  </descriptions>
</resource>
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