Profiling Vehicles for Improved Small Cell Beam-Vehicle Pairing Using Multi-Armed Bandit (for Pymosim v0.8.6)

Abdulkadir Kose, Chuan Heng Foh, Haeyoung Lee, Klaus Moessner

This site shares the simulation code of the following work:

👇

A. Kose, C. H. Foh, H. Lee and K. Moessner, "Profiling Vehicles for Improved Small Cell Beam-Vehicle Pairing Using Multi-Armed Bandit," 2021 International Conference on Information and Communication Technology Convergence (ICTC), 2021, pp. 221-226, doi: 10.1109/ICTC52510.2021.9620863.

Simulation

Simulation code is provided in this repo. It requires to run.

Tested with Python v3.7.10 and the following packages:

Package           Version
----------------- -------------------
certifi           2020.12.5
cycler            0.11.0
fonttools         4.33.3
kiwisolver        1.4.3
matplotlib        3.5.2
numpy             1.21.0
packaging         21.3
Pillow            9.1.1
pip               21.0.1
pyparsing         3.0.9
pyproj            3.1.0
python-dateutil   2.8.2
rope              0.19.0
setuptools        52.0.0.post20210125
six               1.15.0
typing-extensions 4.2.0
wheel             0.36.2
wxPython          4.0.4

and also Python v3.7.17 with minimum packages:

Package           Version
----------------- -------------------
numpy             1.21.6
Pillow            9.5.0
pip               23.0.1
setuptools        47.1.0
six               1.16.0
wxPython          4.2.1

In Ubuntu, please make sure the OS contains Python virtual environment (python3.7-venv) and development (python3.7-dev), and gtk-3 (libgtk-3-dev) is also installed.