There is a newer version of this record available.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


Citation Style Language JSON Export

{
  "publisher": "Zenodo", 
  "DOI": "10.5281/zenodo.889798", 
  "title": "Crowdsourced WiFi database and benchmark software for indoor positioning", 
  "issued": {
    "date-parts": [
      [
        2017, 
        9, 
        12
      ]
    ]
  }, 
  "abstract": "<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>", 
  "author": [
    {
      "family": "Lohan, Elena Simona"
    }, 
    {
      "family": "Torres-Sospedra, Joaquin"
    }, 
    {
      "family": "Richter, Philipp"
    }, 
    {
      "family": "Lepp\u00e4koski, Helena"
    }, 
    {
      "family": "Huerta, Joaquin"
    }, 
    {
      "family": "Cramariuc, Andrei"
    }
  ], 
  "type": "dataset", 
  "id": "889798"
}
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