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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{
  "description": "<p>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).&nbsp;</p>\n\n<p>The data was collected in a 4-floor university building in Tampere, Finland,&nbsp; during Jan-Aug 2017 and it comprises 687 training fingerprints and 3951 test or estimation fingerprints.</p>\n\n<p>13.10.2017: Version 2 uploaded; the revised version contains improved readme files and improved Python SW.</p>\n\n<p>The dataset and/or the associated software are to be cited as follows:</p>\n\n<p>E.S. Lohan, J. Torres-Sospedra, P. Richter, H. Lepp&auml;koski, J. Huerta, A. Cramariuc, &ldquo;Crowdsourced WiFi-fingerprinting database and benchmark software for indoor positioning&rdquo;, Zenodo repository, DOI 10.5281/zenodo.889798</p>", 
  "license": "https://opensource.org/licenses/MIT", 
  "creator": [
    {
      "affiliation": "Tampere University of Technology", 
      "@type": "Person", 
      "name": "Lohan, Elena Simona"
    }, 
    {
      "affiliation": "Universitat Jaume I", 
      "@type": "Person", 
      "name": "Torres-Sospedra, Joaquin"
    }, 
    {
      "affiliation": "Tampere University of Technology", 
      "@type": "Person", 
      "name": "Richter, Philipp"
    }, 
    {
      "affiliation": "Tampere University of Technology", 
      "@type": "Person", 
      "name": "Lepp\u00e4koski, Helena"
    }, 
    {
      "affiliation": "Universitat Jaume I", 
      "@type": "Person", 
      "name": "Huerta, Joaquin"
    }, 
    {
      "affiliation": "Tampere University of Technology", 
      "@type": "Person", 
      "name": "Cramariuc, Andrei"
    }
  ], 
  "url": "https://zenodo.org/record/1001662", 
  "datePublished": "2017-09-12", 
  "keywords": [
    "Received Signal Strength", 
    "WLAN", 
    "WiFi", 
    "fingerprinting", 
    "database", 
    "training data", 
    "software", 
    "Matlab", 
    "Python", 
    "indoor", 
    "positioning", 
    "localization", 
    "benchmark"
  ], 
  "@context": "https://schema.org/", 
  "distribution": [
    {
      "contentUrl": "https://zenodo.org/api/files/d990deca-fb73-4a16-b6bf-e0278e2b136e/DISTRIBUTED_OPENSOURCE_version2.zip", 
      "encodingFormat": "zip", 
      "@type": "DataDownload"
    }
  ], 
  "identifier": "https://doi.org/10.5281/zenodo.1001662", 
  "@id": "https://doi.org/10.5281/zenodo.1001662", 
  "@type": "Dataset", 
  "name": "Crowdsourced WiFi database and benchmark software for indoor positioning"
}
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