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
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
| Name | Size | |
|---|---|---|
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DISTRIBUTED_OPENSOURCE.zip
md5:94e0debfdf2fecfa1fed74cfc417a425 |
644.8 kB | Download |
| All versions | This version | |
|---|---|---|
| Views | 5,612 | 3,329 |
| Downloads | 1,359 | 1,031 |
| Data volume | 889.4 MB | 664.8 MB |
| Unique views | 4,868 | 3,008 |
| Unique downloads | 1,275 | 989 |
- Publication date:
- September 12, 2017
- DOI:
-
- Keyword(s):
- Received Signal Strength WLAN WiFi fingerprinting database training data software Matlab Python indoor positioning localization benchmark
- Communities:
- License (for files):
- MIT License