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.
13.10.2017: Version 2 uploaded; the revised version contains improved readme files and improved Python SW.
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
| Name | Size | |
|---|---|---|
|
DISTRIBUTED_OPENSOURCE_version2.zip
md5:a3954408772f7a7e8db65e59d68e8494 |
685.0 kB | Download |
| All versions | This version | |
|---|---|---|
| Views | 5,444 | 2,251 |
| Downloads | 1,306 | 317 |
| Data volume | 854.8 MB | 217.1 MB |
| Unique views | 4,722 | 2,082 |
| Unique downloads | 1,224 | 298 |
- 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