There is a newer version of this record available.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


JSON-LD (schema.org) Export

{
  "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).\u00a0</p>\n\n<p>The data was collected in a 4-floor university building in Tampere, Finland,\u00a0 during Jan-Aug 2017 and it comprises 687 training fingerprints and 3951 test or estimation fingerprints.</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\u00e4koski, J. Huerta, A. Cramariuc, \u201cCrowdsourced WiFi-fingerprinting database and benchmark software for indoor positioning\u201d, Zenodo repository, DOI 10.5281/zenodo.889798</p>\n\n<p>A detailed description of our data can be found here:</p>\n\n<p>Lohan, Elena Simona, Torres-Sospedra, Joaqu\u00edn, Lepp\u00e4koski, Helena, Richter, Philipp, Peng, Zhe, Huerta, Joaqu\u00edn<br>\n\"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</p>\n\n<p>\u00a0</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/889798", 
  "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/0e977479-4ed3-413c-b6c7-47a5e23933d9/DISTRIBUTED_OPENSOURCE.zip", 
      "encodingFormat": "zip", 
      "@type": "DataDownload"
    }
  ], 
  "identifier": "https://doi.org/10.5281/zenodo.889798", 
  "@id": "https://doi.org/10.5281/zenodo.889798", 
  "@type": "Dataset", 
  "name": "Crowdsourced WiFi database and benchmark software for indoor positioning"
}
3,335
594
views
downloads
All versions This version
Views 3,3351,684
Downloads 594448
Data volume 388.9 MB288.9 MB
Unique views 2,9821,542
Unique downloads 550422

Share

Cite as