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>", 
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    "title": "Crowdsourced WiFi database and benchmark software for indoor positioning", 
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    "publication_date": "2017-09-12", 
    "creators": [
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        "affiliation": "Tampere University of Technology", 
        "name": "Lohan, Elena Simona"
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        "affiliation": "Universitat Jaume I", 
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        "affiliation": "Tampere University of Technology", 
        "name": "Richter, Philipp"
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        "affiliation": "Universitat Jaume I", 
        "name": "Huerta, Joaquin"
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4,164
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All versions This version
Views 4,1641,884
Downloads 963231
Data volume 630.2 MB158.2 MB
Unique views 3,6881,755
Unique downloads 902216

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