Datasets

LPWAN Trace Sets produced by SensorLab are available on this page.

License notice

Copyright (C) 2019 SensorLab, Jožef Stefan Institute, sensorlab@ijs.si.

All datasets listed below are licensed under the Attribution-NonCommercial-ShareAlike 4.0 International (CC BY-NC-SA 4.0) license.

Dataset: ws_traffic_20170606

A dataset containing 24 hours of continuous spectrum measurements. A proprietary spectrum sensing device placed on top of a building in a mid-sized European city recorded 5 PSD measurements per second using 1024 FFT bins in a 192 kHz wide band inside the unlicensed European 868 MHz SRD band.

Data are stored in JSONL format with an object on each line having the following properties: Time (ISO 8691 datetime format, yyyy-mm-ddThh:mm:ss.ffffff) and Measurements (array of power measurements in dBm).

Provided are also transmission labels from two experts, 4 sets with various noise_cutoff thresholds per expert. For more information on these files see the labeling tool's documentation below.

• Dataset download: ws_traffic_20170606.zip
• Labeling tool: https://github.com/sensorlab/spectrum-labeling-tool

If you use this dataset or tool in your research, citation of the following paper, which also provides additional details about the dataset and the labeling tool, would be greatly appreciated:

Timotej Gale, Tomaž Šolc, Rares-Andrei Moşoi, Mihael Mohorčič, and Carolina Fortuna. "Automatic Detection of Wireless Transmissions." IEEE Access, vol. 8, pp. 24370-24384, 2020.