Dataset Open Access

GSPEED - BLE-based gait speed dataset

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


MARC21 XML Export

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    <subfield code="a">Bluetooth Low Energy</subfield>
  </datafield>
  <datafield tag="653" ind1=" " ind2=" ">
    <subfield code="a">Gait speed</subfield>
  </datafield>
  <datafield tag="653" ind1=" " ind2=" ">
    <subfield code="a">Walk speed</subfield>
  </datafield>
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    <subfield code="a">BLE</subfield>
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    <subfield code="a">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.</subfield>
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    <subfield code="u">University of Extremadura</subfield>
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    <subfield code="a">Fernando J. Aranda</subfield>
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    <subfield code="u">Jaume I University</subfield>
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    <subfield code="a">Raúl Montoliu</subfield>
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    <subfield code="u">University of Extremadura</subfield>
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    <subfield code="a">Fernando J. Álvarez</subfield>
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    <subfield code="u">Jaume I University</subfield>
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    <subfield code="a">Emilio Sansano-Sansano</subfield>
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    <subfield code="a">GSPEED - BLE-based gait speed dataset</subfield>
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    <subfield code="a">&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;
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