There is a newer version of the record available.

Published July 28, 2022 | Version 1.0.0
Dataset Open

Continuous Long-term Wi-Fi Fingerprinting Dataset for Indoor Positioning (lite version)

  • 1. Algoritmi Research Centre

Description

Database with Wi-Fi samples (RSSI measurements) collected from several Raspberry Pi (RPi) 3B+ devices continuously over 2+ years. The database includes the long-term dataset from the RPi devices, as well as 12 site-survey datasets conducted in this period. The site-surveys were also conducted with a RPi 3B+.

The measurements obtained from the RPi 3B+ Wi-Fi interface include the list of detected APs, their signal strength (RSSI) and transmission channel. The list has APs from the 2.4GHz and 5GHz bands because it supports IEEE 802.11.b/g/n/ac wireless LAN.  

These data were collected at a university building, between Feb. 2019 and Apr. 2021.

The supporting material includes the Python scripts to parse and analyse the data by generating various plots. It also includes the locations of the monitoring devices and the list of reference points considered in the site-surveys.

 

A detailed description of this dataset and the data collection process can be found here:

Silva I, Pendão C, Moreira A. Collection of a Continuous Long-Term Dataset for the Evaluation of Wi-Fi-Fingerprinting-Based Indoor Positioning Systems. Sensors2022; 22(22):8585. https://doi.org/10.3390/s22228585

Notes

This is a lighter version of the dataset that includes Wi-Fi samples that were collected every 20 minutes from each RPi device, continuously during 2+ years. By having fewer samples, it is faster to process and analyse.

Files

UM_DSI_DB_v1.0.0_lite.zip

Files (39.6 MB)

Name Size Download all
md5:4c15884cb7edcd2c602ec5d567ddd8a8
39.6 MB Preview Download

Additional details

Funding

PD/BD/137401/2018 – A designar PD/BD/137401/2018
Fundação para a Ciência e Tecnologia
UIDB/00319/2020 – ALGORITMI Research Center UIDB/00319/2020
Fundação para a Ciência e Tecnologia