This repository contains list of publications on the application of Graph Neural Network in Wireless Communication
☆20Nov 5, 2024Updated last year
Alternatives and similar repositories for Graph-Neural-Network-in-wireless-communication-Papers
Users that are interested in Graph-Neural-Network-in-wireless-communication-Papers are comparing it to the libraries listed below
Sorting:
- Hybrid Precoding/Combining for Rich or Poor Scattering Environments☆11Jul 19, 2019Updated 6 years ago
- ☆14Jan 25, 2023Updated 3 years ago
- Python code for the book 'Wireless Communications and Machine Learning' by Le Liang, Shi Jin, and Geoffrey Ye Li☆11Updated this week
- MATLAB scripts for LoneSTAR: analog beamforming codebooks for full-duplex mmWave communication systems.☆15Mar 5, 2023Updated 3 years ago
- LQJecho / Channel-Estimation-and-Hybrid-Precoding-for-Millimeter-Wave-Systems-Based-on-Deep-Learning☆24Apr 18, 2021Updated 4 years ago
- Official repository for Graph Neural Networks Approach for Joint Wireless Power Control and Spectrum Allocation☆28Apr 4, 2025Updated 11 months ago
- SRDNN channel estimation show more 1 dB gain under LTE EPA/ETU and 5G NR channels compare to MMSE channel estimation and ability to work …☆30Aug 27, 2025Updated 6 months ago
- Simulation code for “Energy-efficient cell-free massive MIMO through sparse large-scale fading processing,” by Shuaifei Chen, Jiayi Zhang…☆14May 14, 2023Updated 2 years ago
- ☆16Feb 7, 2025Updated last year
- Implementation for our ICC 2025 paper AdaFortiTran: An Adaptive Transformer Model for Robust OFDM Channel Estimation☆17Feb 26, 2026Updated last week
- ☆16Jun 21, 2025Updated 8 months ago
- Simulation code for "Robust Precoding Designs for Multiuser MIMO Systems with Limited Feedback" by Wentao Zhou, Di Zhang, Mérouane Debbah…☆14Apr 8, 2024Updated last year
- Channel Estimation and Performance Evaluation of Multi-IRS Aided MIMO Communication System☆13Oct 16, 2021Updated 4 years ago
- Comparison of Hybrid Beamforming Precoding Algorithms using Millimeter Waves☆11Aug 25, 2020Updated 5 years ago
- Application of REINFORCE algorithm to downlink NOMA system☆13Jan 28, 2026Updated last month
- The codes to reproduce the simulation results for the work "An Unsupervised Deep Unrolling Framework for Constrained Optimization Problem…☆12Nov 19, 2023Updated 2 years ago
- This repository consist of the codes for the results in the paper- Power control for 6g industrial wireless subnetworks: a graph neural n…☆15Jul 18, 2023Updated 2 years ago
- This directory contains all the codes required to reproduce the results in our SPAWC 2017 paper titled "A compressive channel estimation …☆11Jun 22, 2018Updated 7 years ago
- The code for the paper "TTD Configurations for Near-Field Beamforming: Parallel, Serial, or Hybrid?" in IEEE Transactions on Communicatio…☆11Aug 24, 2025Updated 6 months ago
- A pytorch implementation of Graph Neural Networks-Based User Pairing in Wireless Communication Systems☆12Sep 16, 2024Updated last year
- Matlab model of an array antenna for satellite communication☆14Mar 12, 2020Updated 5 years ago
- Optimization of Transmit Beamforming based on Unsupervised Learning With Channel Covariances for MISO Downlink Assisted by Reconfigurable…☆17Dec 28, 2024Updated last year
- ☆14Oct 22, 2023Updated 2 years ago
- This repository contains the code, datasets, and simulation tools for the paper "Machine Learning-Based mmWave MIMO Beam Tracking in V2I …☆14Dec 9, 2024Updated last year
- Channel Estimation and Joint Beamforming Design for Multi-IRS MIMO systems☆15Oct 16, 2021Updated 4 years ago
- codes for Compressive Sensing Based Joint Activity and Data Detection for Grant-Free Massive IoT Access☆15Nov 24, 2021Updated 4 years ago
- ☆14Jan 17, 2019Updated 7 years ago
- ☆17Jul 11, 2024Updated last year
- This project consists of two main parts: NR Channel Estimation with CNN, and NR Phase Noise Modeling and Compensation. Simple simulations…☆12May 15, 2022Updated 3 years ago
- Implementation code for the paper "Learning Resilient Radio Resource Management Policies with Graph Neural Networks" (IEEE Transactions o…☆27Mar 17, 2023Updated 2 years ago
- Matlab codes for the paper K.-H. Ngo, G. Durisi, and A. Graell i Amat, "Age of information in prioritized random access," in 55th Asiloma…☆11Jan 12, 2022Updated 4 years ago
- Codes for reproducing the numerical results reported in: "Control Aspects for Using RIS in Latency-Constrained Mobile Edge Computing" by …☆14Dec 19, 2023Updated 2 years ago
- Frequency Hopping Spread Spectrum for joint Communication and Sensing Radar for Mitigation of Interference and Spoofing☆16Jun 2, 2022Updated 3 years ago
- ☆16Feb 11, 2024Updated 2 years ago
- Code for paper "Generative Adversarial Estimation of Channel Covariance in Vehicular Millimeter Wave System"s☆12Sep 21, 2020Updated 5 years ago
- Repo of the code of the paper "Localization-based OFDM scheduling for RIS-aided systems"☆15May 23, 2023Updated 2 years ago
- Solving_an_Optimization_Problem_in_an_Active_RIS_Assisted_ISAC_System_Using_DRL_Algorithms_(DDPG_and_SAC)_ - Jupyter Notebook☆18Aug 22, 2024Updated last year
- Codes for the predictive quantization and joint time frequency interpolation strategy for interpolation of MIMO-OFDM precoding matrices☆14Jul 15, 2019Updated 6 years ago
- Transforming RIS-Assidted Passive Beamforming from Tedious to Simple: A Relaxation Algorithm for Ricain Channel☆12Nov 10, 2022Updated 3 years ago