RIS-Codes-Collection: A Complete Collection contains the Codes for RIS(IRS) Researches.
-
Updated
May 26, 2024
RIS-Codes-Collection: A Complete Collection contains the Codes for RIS(IRS) Researches.
Sionna: An Open-Source Library for Next-Generation Physical Layer Research
DL tackling Massive-MIMO problems
This advanced and complex project implements an AI-powered optimization system for 5G Open RAN networks. Using machine learning and deep learning, the system optimizes network performance by detecting anomalies, predicting network traffic, and dynamically allocating resources.
Code for M. Polese, J. Jornet, T. Melodia, M. Zorzi, “Toward End-to-End, Full-Stack 6G Terahertz Networks”, https://arxiv.org/abs/2005.07989, 2020.
Simulation code for EdgeGO -- A resource sharing framework for 6G edge computing in massive IoT systems, https://ieeexplore.ieee.org/document/9375469/
This repository includes code for the AutoML-based IDS and adversarial attack defense case studies presented in the paper "Enabling AutoML for Zero-Touch Network Security: Use-Case Driven Analysis" published in IEEE Transactions on Network and Service Management.
6G Wireless Communication Security - Deep Learning Based Channel Estimation Dataset
6G and Security repository for telecommunications and AI research. We will share our implementations and publications in 5G and beyond technology, 6G, Security, Machine learning on 6G, Massive MIMO, THz communication and communication networks.
M. Polese, F. Restuccia, and T. Melodia, "DeepBeam: Deep Waveform Learning for Coordination-Free Beam Management in mmWave Networks", Proc. of ACM Intl. Symp. on Theory, Algorithmic Foundations, and Protocol Design for Mobile Networks and Mobile Computing (ACM MobiHoc), July 2021.
Code containing RRM simulation using RL in a scenario with RAN slicing.
This repository contains code to reproduce some of the results from the paper Sionna RT: Differentiable Ray Tracing for Radio Propagation Modeling using the Sionna™ link-level simulator.
5G Tookit provides a rich set of 3GPP standards compliant modules and libraries. These modules can be used for reseach and development on physical channels and procedures in uplink and downlink communication.
AI-based Resource Provisioning of IoE Services in 6G: A Deep Reinforcement Learning Approach
Learning Environment-aware and hardware-compatible beam-forming codebooks
A set of mixed-integer linear programs designed to reduce the CO2 emissions of a simulated 6G cloud-fog network architecture. Designed in AMPL.
This package analyzes the age of information (AoI) in a slotted ALOHA network, providing metrics for network performance evaluation. It can be easily integrated into simulation environments for research on slotted ALOHA networks and AoI.
Vision-Aided Beam Tracking
LDPC & comparison are placed here for next-gen FEC (ECC). Ultra optimal design for performance, power, area, reliability,and flexibility.
Add a description, image, and links to the 6g topic page so that developers can more easily learn about it.
To associate your repository with the 6g topic, visit your repo's landing page and select "manage topics."