GNNs optimization of the AP and Pilot allocation in Cell-Free MIMO Systems

Versions:

# 20241108: 
    # Added:
        # Include the method main_CDF.py that compute the CDF that generates the values
          to generate the CDF graphs for Optimal, DCC and ALL baselines.   
# 20241109: 
    # Added:
        # Include the Graph_SEs_CDF.py script to generate the graphs for CDF and histogram of 
          number of serving APs. It loads only the values for the Optimal, DCC and ALL baselines. 

# 20241111:
    # Added:
        # Review the main_SampleGenerating.py script to generate the samples for training the GNNs.
        # Include the script functionsGraphHandling.py to handle the buffer of training data, and
            the functions to convert the communication matrices into the graph-structured data.

some # To do: # Work on the script for generating samples for training the GNNs (Done).

Getting Started

Download links:

SSH clone URL: ssh://git@git.jetbrains.space/gtec/drl-sch/Cell-Free.git

HTTPS clone URL: https://git.jetbrains.space/gtec/drl-sch/Cell-Free.git

These instructions will get you a copy of the project up and running on your local machine for development and testing purposes.

Prerequisites

What things you need to install the software and how to install them.

Examples

Deployment

Add additional notes about how to deploy this on a production system.

Resources