Analysing the data-driven approach of dynamically estimating positioning accuracy (code)

The code implementing all the tests mentioned in the study "Analysing the data-driven approach of dynamically estimating positioning accuracy".

Preprint: https://arxiv.org/abs/2011.10478

Published paper: https://ieeexplore.ieee.org/document/9500369

More specifically:

DAE_tests.ipynb : This notebook includes all tests of the study

dataset_creation.ipynb : The data files of the train/validation/test sets, used in this work were produced with the code of this notebook. The resulting file are also available here: 

10.5281/zenodo.4117818

haversine_script.py : Assisting script for geographic distance calculations, based on the Haversine project (https://pypi.org/project/haversine/)

environment.yml : The .yml file from which the environment used for the tests of this study can be recreated. It includes all requirements, in terms of packages used and their exact versions.