10.5281/zenodo.4739276
https://zenodo.org/records/4739276
oai:zenodo.org:4739276
Schäfer, Matthias
Matthias
Schäfer
University of Kaiserslautern
Strohmeier, Martin
Martin
Strohmeier
0000-0002-1936-0933
armasuisse W+T, University of Oxford
Leonardi, Mauro
Mauro
Leonardi
University of Roma, Tor Vergata
Lenders, Vincent
Vincent
Lenders
armasuisse W+T
LocaRDS: A Localization Reference Data Set
Zenodo
2020
localization
crowdsourcing
opensky
aircraft
flight data
2020-11-30
arXiv:2012.00116
10.5281/zenodo.4298998
1.0
Creative Commons Attribution Share Alike 4.0 International
Accompanying dataset to the LocaRDS paper.
With this work, we attempt to improve the current state of the art in localization research and put it on a solid scientific grounding for the future. Concretely, LocaRDS is an open reference dataset of real-world crowdsourced flight data from the OpenSky Network featuring more than 222 million measurements from over 50 million transmissions recorded by 323 sensors. LocaRDS can be used to test, analyze and directly compare different localization techniques. It is intended to answer in particular the open question of the aircraft localization problem in crowdsourced sensor networks.
Set 1 was used in the Aircraft Localization Competition at https://www.aicrowd.com/challenges/cyd-campus-aircraft-localization-competition It has now been added after the end of the competition in March 2021.