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


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  <identifier identifierType="DOI">10.5281/zenodo.1001662</identifier>
  <creators>
    <creator>
      <creatorName>Lohan, Elena Simona</creatorName>
      <givenName>Elena Simona</givenName>
      <familyName>Lohan</familyName>
      <affiliation>Tampere University of Technology</affiliation>
    </creator>
    <creator>
      <creatorName>Torres-Sospedra, Joaquin</creatorName>
      <givenName>Joaquin</givenName>
      <familyName>Torres-Sospedra</familyName>
      <affiliation>Universitat Jaume I</affiliation>
    </creator>
    <creator>
      <creatorName>Richter, Philipp</creatorName>
      <givenName>Philipp</givenName>
      <familyName>Richter</familyName>
      <affiliation>Tampere University of Technology</affiliation>
    </creator>
    <creator>
      <creatorName>Leppäkoski, Helena</creatorName>
      <givenName>Helena</givenName>
      <familyName>Leppäkoski</familyName>
      <affiliation>Tampere University of Technology</affiliation>
    </creator>
    <creator>
      <creatorName>Huerta, Joaquin</creatorName>
      <givenName>Joaquin</givenName>
      <familyName>Huerta</familyName>
      <affiliation>Universitat Jaume I</affiliation>
    </creator>
    <creator>
      <creatorName>Cramariuc, Andrei</creatorName>
      <givenName>Andrei</givenName>
      <familyName>Cramariuc</familyName>
      <affiliation>Tampere University of Technology</affiliation>
    </creator>
  </creators>
  <titles>
    <title>Crowdsourced WiFi database and benchmark software for indoor positioning</title>
  </titles>
  <publisher>Zenodo</publisher>
  <publicationYear>2017</publicationYear>
  <subjects>
    <subject>Received Signal Strength</subject>
    <subject>WLAN</subject>
    <subject>WiFi</subject>
    <subject>fingerprinting</subject>
    <subject>database</subject>
    <subject>training data</subject>
    <subject>software</subject>
    <subject>Matlab</subject>
    <subject>Python</subject>
    <subject>indoor</subject>
    <subject>positioning</subject>
    <subject>localization</subject>
    <subject>benchmark</subject>
  </subjects>
  <dates>
    <date dateType="Issued">2017-09-12</date>
  </dates>
  <resourceType resourceTypeGeneral="Dataset"/>
  <alternateIdentifiers>
    <alternateIdentifier alternateIdentifierType="url">https://zenodo.org/record/1001662</alternateIdentifier>
  </alternateIdentifiers>
  <relatedIdentifiers>
    <relatedIdentifier relatedIdentifierType="DOI" relationType="IsVersionOf">10.5281/zenodo.889797</relatedIdentifier>
    <relatedIdentifier relatedIdentifierType="URL" relationType="IsPartOf">https://zenodo.org/communities/tau-tltpos</relatedIdentifier>
    <relatedIdentifier relatedIdentifierType="URL" relationType="IsPartOf">https://zenodo.org/communities/tau_wireless</relatedIdentifier>
  </relatedIdentifiers>
  <rightsList>
    <rights rightsURI="https://opensource.org/licenses/MIT">MIT License</rights>
    <rights rightsURI="info:eu-repo/semantics/openAccess">Open Access</rights>
  </rightsList>
  <descriptions>
    <description descriptionType="Abstract">&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).&amp;nbsp;&lt;/p&gt;

&lt;p&gt;The data was collected in a 4-floor university building in Tampere, Finland,&amp;nbsp; during Jan-Aug 2017 and it comprises 687 training fingerprints and 3951 test or estimation fingerprints.&lt;/p&gt;

&lt;p&gt;13.10.2017: Version 2 uploaded; the revised version contains improved readme files and improved Python SW.&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. Lepp&amp;auml;koski, J. Huerta, A. Cramariuc, &amp;ldquo;Crowdsourced WiFi-fingerprinting database and benchmark software for indoor positioning&amp;rdquo;, Zenodo repository, DOI 10.5281/zenodo.889798&lt;/p&gt;</description>
  </descriptions>
</resource>
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