This repository contains the Bluetooth Low Energy received signal strength measurements with corresponding ground-truth distances which were analyzed in the paper
Estimation of SARS-CoV-2 Transmission from Bluetooth Low Energy Measurements by Felix Sattler, Jackie Ma, Patrick Wagner, David Neumann, Markus Wenzel, Ralf Schäfer, Wojciech Samek, Klaus-Robert Müller, Thomas Wiegand
A detailed description of the experiment setup can be found in the paper and the accompanying supplementary materials.
The data is stored in .json files in the data/ folder. To load the data you can use the python scripts available in utils/. For example, running
from utils import data_utils
data_train = data_utils.load_data('data/bundeswehr-04-01/data_train.json')will load a list of data items from the training split, which was collected on the 1st of April 2020. Every data item is a dictionary containing the following keys:
'rss': A sequence of RSSI measurements collected by the device.'time': A sequence of corresponding time-stamps.'dist': A sequence of corresponding groud-truth distance measurements.'receiver_id': The unique ID of the receiving device.'transmitter_id': The unique ID of the transmitting device.'room': The location in which the data was colected. Rooms 1, 2, and 3 are indoor locations. Rooms 4 and 5 are outdoor locations.'model': The phone model of the receiving device.'scenario': Contains additional information about the experiment setup.'holding_position': The holding position of the receiving device.
All code in this repository is available under the MIT License. Files in the data/ directory are available under the Creative Commons Attribution 4.0 International (CC BY 4.0) license.
Cite this work as
Sattler, Felix, et al. "Risk Estimation of SARS-CoV-2 Transmission from Bluetooth Low Energy Measurements." arXiv preprint arXiv:2004.11841 (2020).
Contact wojciech.samek@hhi.fraunhofer.de with any questions about this repository.