There is a newer version of this record available.

Dataset Open Access

Crowdsourced WiFi database and benchmark software for indoor positioning

Lohan, Elena Simona; Torres-Sospedra, Joaquin; Richter, Philipp; Leppäkoski, Helena; Huerta, Joaquin; Cramariuc, Andrei


DCAT Export

<?xml version='1.0' encoding='utf-8'?>
<rdf:RDF xmlns:rdf="http://www.w3.org/1999/02/22-rdf-syntax-ns#" xmlns:adms="http://www.w3.org/ns/adms#" xmlns:cnt="http://www.w3.org/2011/content#" xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:dct="http://purl.org/dc/terms/" xmlns:dctype="http://purl.org/dc/dcmitype/" xmlns:dcat="http://www.w3.org/ns/dcat#" xmlns:duv="http://www.w3.org/ns/duv#" xmlns:foaf="http://xmlns.com/foaf/0.1/" xmlns:frapo="http://purl.org/cerif/frapo/" xmlns:geo="http://www.w3.org/2003/01/geo/wgs84_pos#" xmlns:gsp="http://www.opengis.net/ont/geosparql#" xmlns:locn="http://www.w3.org/ns/locn#" xmlns:org="http://www.w3.org/ns/org#" xmlns:owl="http://www.w3.org/2002/07/owl#" xmlns:prov="http://www.w3.org/ns/prov#" xmlns:rdfs="http://www.w3.org/2000/01/rdf-schema#" xmlns:schema="http://schema.org/" xmlns:skos="http://www.w3.org/2004/02/skos/core#" xmlns:vcard="http://www.w3.org/2006/vcard/ns#" xmlns:wdrs="http://www.w3.org/2007/05/powder-s#">
  <rdf:Description rdf:about="https://doi.org/10.5281/zenodo.889798">
    <rdf:type rdf:resource="http://www.w3.org/ns/dcat#Dataset"/>
    <dct:type rdf:resource="http://purl.org/dc/dcmitype/Dataset"/>
    <dct:identifier rdf:datatype="http://www.w3.org/2001/XMLSchema#anyURI">https://doi.org/10.5281/zenodo.889798</dct:identifier>
    <foaf:page rdf:resource="https://doi.org/10.5281/zenodo.889798"/>
    <dct:creator>
      <rdf:Description>
        <rdf:type rdf:resource="http://xmlns.com/foaf/0.1/Agent"/>
        <foaf:name>Lohan, Elena Simona</foaf:name>
        <foaf:givenName>Elena Simona</foaf:givenName>
        <foaf:familyName>Lohan</foaf:familyName>
        <org:memberOf>
          <foaf:Organization>
            <foaf:name>Tampere University of Technology</foaf:name>
          </foaf:Organization>
        </org:memberOf>
      </rdf:Description>
    </dct:creator>
    <dct:creator>
      <rdf:Description>
        <rdf:type rdf:resource="http://xmlns.com/foaf/0.1/Agent"/>
        <foaf:name>Torres-Sospedra, Joaquin</foaf:name>
        <foaf:givenName>Joaquin</foaf:givenName>
        <foaf:familyName>Torres-Sospedra</foaf:familyName>
        <org:memberOf>
          <foaf:Organization>
            <foaf:name>Universitat Jaume I</foaf:name>
          </foaf:Organization>
        </org:memberOf>
      </rdf:Description>
    </dct:creator>
    <dct:creator>
      <rdf:Description>
        <rdf:type rdf:resource="http://xmlns.com/foaf/0.1/Agent"/>
        <foaf:name>Richter, Philipp</foaf:name>
        <foaf:givenName>Philipp</foaf:givenName>
        <foaf:familyName>Richter</foaf:familyName>
        <org:memberOf>
          <foaf:Organization>
            <foaf:name>Tampere University of Technology</foaf:name>
          </foaf:Organization>
        </org:memberOf>
      </rdf:Description>
    </dct:creator>
    <dct:creator>
      <rdf:Description>
        <rdf:type rdf:resource="http://xmlns.com/foaf/0.1/Agent"/>
        <foaf:name>Leppäkoski, Helena</foaf:name>
        <foaf:givenName>Helena</foaf:givenName>
        <foaf:familyName>Leppäkoski</foaf:familyName>
        <org:memberOf>
          <foaf:Organization>
            <foaf:name>Tampere University of Technology</foaf:name>
          </foaf:Organization>
        </org:memberOf>
      </rdf:Description>
    </dct:creator>
    <dct:creator>
      <rdf:Description>
        <rdf:type rdf:resource="http://xmlns.com/foaf/0.1/Agent"/>
        <foaf:name>Huerta, Joaquin</foaf:name>
        <foaf:givenName>Joaquin</foaf:givenName>
        <foaf:familyName>Huerta</foaf:familyName>
        <org:memberOf>
          <foaf:Organization>
            <foaf:name>Universitat Jaume I</foaf:name>
          </foaf:Organization>
        </org:memberOf>
      </rdf:Description>
    </dct:creator>
    <dct:creator>
      <rdf:Description>
        <rdf:type rdf:resource="http://xmlns.com/foaf/0.1/Agent"/>
        <foaf:name>Cramariuc, Andrei</foaf:name>
        <foaf:givenName>Andrei</foaf:givenName>
        <foaf:familyName>Cramariuc</foaf:familyName>
        <org:memberOf>
          <foaf:Organization>
            <foaf:name>Tampere University of Technology</foaf:name>
          </foaf:Organization>
        </org:memberOf>
      </rdf:Description>
    </dct:creator>
    <dct:title>Crowdsourced WiFi database and benchmark software for indoor positioning</dct:title>
    <dct:publisher>
      <foaf:Agent>
        <foaf:name>Zenodo</foaf:name>
      </foaf:Agent>
    </dct:publisher>
    <dct:issued rdf:datatype="http://www.w3.org/2001/XMLSchema#gYear">2017</dct:issued>
    <dcat:keyword>Received Signal Strength</dcat:keyword>
    <dcat:keyword>WLAN</dcat:keyword>
    <dcat:keyword>WiFi</dcat:keyword>
    <dcat:keyword>fingerprinting</dcat:keyword>
    <dcat:keyword>database</dcat:keyword>
    <dcat:keyword>training data</dcat:keyword>
    <dcat:keyword>software</dcat:keyword>
    <dcat:keyword>Matlab</dcat:keyword>
    <dcat:keyword>Python</dcat:keyword>
    <dcat:keyword>indoor</dcat:keyword>
    <dcat:keyword>positioning</dcat:keyword>
    <dcat:keyword>localization</dcat:keyword>
    <dcat:keyword>benchmark</dcat:keyword>
    <dct:issued rdf:datatype="http://www.w3.org/2001/XMLSchema#date">2017-09-12</dct:issued>
    <owl:sameAs rdf:resource="https://zenodo.org/record/889798"/>
    <adms:identifier>
      <adms:Identifier>
        <skos:notation rdf:datatype="http://www.w3.org/2001/XMLSchema#anyURI">https://zenodo.org/record/889798</skos:notation>
      </adms:Identifier>
    </adms:identifier>
    <dct:isVersionOf rdf:resource="https://doi.org/10.5281/zenodo.889797"/>
    <dct:description>&lt;p&gt;This dataset contains two Wi-Fi databases (one for training and one for test/estimation purposes in indoor positioning applications), collected in a crowdsourced mode (i.e., via 21 different devices and different users), together with a benchmarking utility software (in Matlab and Python) to illustrate various algorithms of indoor positioning based solely on WiFi information (MAC addresses and RSS values). &lt;/p&gt; &lt;p&gt;The data was collected in a 4-floor university building in Tampere, Finland,  during Jan-Aug 2017 and it comprises 687 training fingerprints and 3951 test or estimation fingerprints.&lt;/p&gt; &lt;p&gt;The dataset and/or the associated software are to be cited as follows:&lt;/p&gt; &lt;p&gt;E.S. Lohan, J. Torres-Sospedra, P. Richter, H. Leppäkoski, J. Huerta, A. Cramariuc, “Crowdsourced WiFi-fingerprinting database and benchmark software for indoor positioning”, Zenodo repository, DOI 10.5281/zenodo.889798&lt;/p&gt; &lt;p&gt;A detailed description of our data can be found here:&lt;/p&gt; &lt;p&gt;Lohan, Elena Simona, Torres-Sospedra, Joaquín, Leppäkoski, Helena, Richter, Philipp, Peng, Zhe, Huerta, Joaquín&lt;br&gt; "Wi-Fi Crowdsourced Fingerprinting Dataset for Indoor Positioning", MDPI Data journal, 16 pages, doi:10.3390/data2040032, http://www.mdpi.com/2306-5729/2/4/32&lt;/p&gt; &lt;p&gt; &lt;/p&gt;</dct:description>
    <dct:accessRights rdf:resource="http://publications.europa.eu/resource/authority/access-right/PUBLIC"/>
    <dct:accessRights>
      <dct:RightsStatement rdf:about="info:eu-repo/semantics/openAccess">
        <rdfs:label>Open Access</rdfs:label>
      </dct:RightsStatement>
    </dct:accessRights>
    <dcat:distribution>
      <dcat:Distribution>
        <dct:rights>
          <dct:RightsStatement rdf:about="https://opensource.org/licenses/MIT">
            <rdfs:label>MIT License</rdfs:label>
          </dct:RightsStatement>
        </dct:rights>
        <dcat:accessURL rdf:resource="https://doi.org/10.5281/zenodo.889798"/>
      </dcat:Distribution>
    </dcat:distribution>
  </rdf:Description>
</rdf:RDF>
3,337
596
views
downloads
All versions This version
Views 3,3371,686
Downloads 596450
Data volume 390.1 MB290.1 MB
Unique views 2,9831,543
Unique downloads 552424

Share

Cite as