comnetshh/netsys2021-malene-code-release

Open source code release to replicate results of the conference paper.

Time- and Frequency-Domain Dynamic Spectrum Access: Learning Cyclic Medium Access Patterns in Partially Observable Environments

Open source code release for the publication at NetSys 2021, September 2021 in Lübeck, Germany.

Instructions

Each Python .py file performs a simulation and saves results into a corresponding _data/<generated_name>.json file. These are then parsed by the same Python script to create a graph in _imgs/<generated_name>.pdf.
You can check each file for its command line parameters regarding the simulation, and you can also disable simulation or plotting.

The Makefile contains targets to re-create the graphs presented and discussed in the publication. Please note that for the paper, a relatively large number of repetitions are performed to obtain statistically meaningful results. However, this requires substantial simulation time. For a quicker first check, consider simulation just once or for a shorter time.

You can run make all to replicate all graphs from the paper in one command.