# GNN-based-MIMO-Detection

**Repository Path**: code-tmp/GNN-based-MIMO-Detection

## Basic Information

- **Project Name**: GNN-based-MIMO-Detection
- **Description**: No description available
- **Primary Language**: Unknown
- **License**: Not specified
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 0
- **Created**: 2023-11-26
- **Last Updated**: 2024-01-03

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

### Description:

There are two directories in this repository i.e., graph Neural Network (GNN) MIMO detector (https://arxiv.org/pdf/2007.05703.pdf) and graph expectation propagation network (GEPNet) MIMO detector (https://arxiv.org/pdf/2201.03731.pdf). Readers are expected to read the papers before going through the code.

### General Requirements:

1. python 3.7
2. numpy=1.20.3
3. pytorch=1.9.0
4. scipy==1.7.1
5. sklearn
6. scikit-learn==0.24.2
7. pandas==1.3.2
8. matplotlib==3.4.3

Please cite this work: @article{kosasih2022gepnet, title={Graph Neural Network Aided Expectation Propagation Detector for MU-MIMO Systems}, author={Kosasih, Alva and Onasis, Vincent and Hardjawana, Wibowo and Miloslavskaya, Vera and Andrean, Victor and Leu, Jenq-Shiou and Vucetic, Branka}, journal={arXiv preprint arXiv:2201.03731}, year={2022}}