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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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<oai_dc:dc xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:oai_dc="http://www.openarchives.org/OAI/2.0/oai_dc/" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.openarchives.org/OAI/2.0/oai_dc/ http://www.openarchives.org/OAI/2.0/oai_dc.xsd">
  <dc:creator>Lohan, Elena Simona</dc:creator>
  <dc:creator>Torres-Sospedra, Joaquin</dc:creator>
  <dc:creator>Richter, Philipp</dc:creator>
  <dc:creator>Leppäkoski, Helena</dc:creator>
  <dc:creator>Huerta, Joaquin</dc:creator>
  <dc:creator>Cramariuc, Andrei</dc:creator>
  <dc:date>2017-09-12</dc:date>
  <dc:description>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). 

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.

The dataset and/or the associated software are to be cited as follows:

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

A detailed description of our data can be found here:

Lohan, Elena Simona, Torres-Sospedra, Joaquín, Leppäkoski, Helena, Richter, Philipp, Peng, Zhe, Huerta, Joaquín
"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

 </dc:description>
  <dc:identifier>https://zenodo.org/record/889798</dc:identifier>
  <dc:identifier>10.5281/zenodo.889798</dc:identifier>
  <dc:identifier>oai:zenodo.org:889798</dc:identifier>
  <dc:relation>doi:10.5281/zenodo.889797</dc:relation>
  <dc:rights>info:eu-repo/semantics/openAccess</dc:rights>
  <dc:rights>https://opensource.org/licenses/MIT</dc:rights>
  <dc:subject>Received Signal Strength</dc:subject>
  <dc:subject>WLAN</dc:subject>
  <dc:subject>WiFi</dc:subject>
  <dc:subject>fingerprinting</dc:subject>
  <dc:subject>database</dc:subject>
  <dc:subject>training data</dc:subject>
  <dc:subject>software</dc:subject>
  <dc:subject>Matlab</dc:subject>
  <dc:subject>Python</dc:subject>
  <dc:subject>indoor</dc:subject>
  <dc:subject>positioning</dc:subject>
  <dc:subject>localization</dc:subject>
  <dc:subject>benchmark</dc:subject>
  <dc:title>Crowdsourced WiFi database and benchmark software for indoor positioning</dc:title>
  <dc:type>info:eu-repo/semantics/other</dc:type>
  <dc:type>dataset</dc:type>
</oai_dc:dc>
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