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.
☆67Apr 30, 2023Updated 2 years ago
Alternatives and similar repositories for AI-Powered-5G-OpenRAN-Optimizer
Users that are interested in AI-Powered-5G-OpenRAN-Optimizer are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Code implementing the algorithm and the benchmark of the paper "Power Minimization of Downlink Spectrum Slicing for eMBB and URLLC Users"☆13Dec 1, 2022Updated 3 years ago
- 6G元宇宙中关于通感算一体的优化☆11Mar 16, 2024Updated 2 years ago
- Dataset for the paper L. Bonati, S. D'Oro, M. Polese, S. Basagni, T. Melodia, "Intelligence and Learning in O-RAN for Data-driven NextG C…☆54Dec 9, 2024Updated last year
- Traffic Steering (TS) xApp for OAIC O-RAN Testbed☆12Nov 8, 2023Updated 2 years ago
- According to considering the delay or not for two scenarios, eMBB and URLLC service, observe the wireless resource allocation distributio…☆22Jan 26, 2022Updated 4 years ago
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- 5G Tookit provides a rich set of 3GPP standards compliant modules and libraries. These modules can be used for reseach and development on…☆59May 18, 2024Updated last year
- Master Thesis☆10Jan 28, 2023Updated 3 years ago
- Sama* is a open-source, Python based simulator for 5G Radio Access Networks (RANs) that supports both downlink and uplink communications …☆18Oct 14, 2025Updated 5 months ago
- Code containing RRM simulation using RL in a scenario with RAN slicing.☆22Sep 2, 2023Updated 2 years ago
- ☆14Jan 15, 2023Updated 3 years ago
- 5G gNodeB Centralized Unit written in Rust☆48Jun 2, 2025Updated 9 months ago
- This research proposed an Advanced DDoS Attack Detection System (ADADS) using a Hybrid Detection Model (HDM) and Continuous Learning Mode…☆10Jan 13, 2024Updated 2 years ago
- This package analyzes the age of information (AoI) in a wireless network, providing metrics for network performance evaluation. It can b…☆19Feb 20, 2025Updated last year
- Core software for Open AI Cellular☆80Jan 28, 2026Updated last month
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Codes for paper "Knowledge-Assisted Deep Reinforcement Learning in 5G Scheduler Design: From Theoretical Framework to Implementation"☆43Mar 27, 2025Updated last year
- Simulation code for "Non-Orthogonal Multiple Access and Network Slicing: Scalable Coexistence of eMBB and URLLC". Paper presented in the …☆14Aug 25, 2022Updated 3 years ago
- ☆10Jun 27, 2025Updated 9 months ago
- GitHub for the article Deep Reinforcement Learning for URLLC data management on top of scheduled eMBB traffic (Fabio Saggese, Luca Pasqua…☆18Feb 18, 2021Updated 5 years ago
- Code for the paper On-Policy vs. Off-Policy Deep Reinforcement Learning for Resource Allocation in Open Radio Access Network☆34Jan 22, 2022Updated 4 years ago
- Rimedo Labs xApp☆27Sep 9, 2024Updated last year
- ☆12May 17, 2021Updated 4 years ago
- Repository for 5G-Monarch paper☆12Jan 16, 2026Updated 2 months ago
- ☆35Nov 10, 2017Updated 8 years ago
- Wordpress hosting with auto-scaling on Cloudways • AdFully Managed hosting built for WordPress-powered businesses that need reliable, auto-scalable hosting. Cloudways SafeUpdates now available.
- Admission Control and Resource Allocation mechanism for 5G Core Network Slicing based on Reinforcement Learning and Deep Learning☆46Jul 7, 2022Updated 3 years ago
- 5G New Radio Simulations written in Python with descriptive Plots☆26Nov 15, 2019Updated 6 years ago
- DSP University Project - Matlab, Simulations, and Verilog Files☆14Jan 14, 2020Updated 6 years ago
- I have developed a custom environment using OpenAI Gym in Python for simulating a 5G wireless communication channel as part of a reinforc…☆13Mar 27, 2024Updated 2 years ago
- This repository contains the code and data of the paper titled "SPEC5G: A Dataset for 5G Cellular Network Protocol Analysis" published at…☆41Dec 12, 2023Updated 2 years ago
- The 7th Place Solution of the First 6G Intelligent Wireless Communication System Competition - Intelligent Distributed Wireless Radio Map…☆16Jul 27, 2023Updated 2 years ago
- Blossom bank plc wants to build a machine learning model that will predict online payment. The aim of this project was to develop a model…☆18Oct 27, 2022Updated 3 years ago
- Reference website for information on open, programmable, and virtualized 5G networks.☆49Dec 11, 2025Updated 3 months ago
- 5G core deployment using Free5GC☆20May 27, 2024Updated last year
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Some simulations for wireless RL☆12May 7, 2023Updated 2 years ago
- Simulations and figures for 5G NR radio resource properties planning. Built for educational purposes.☆35Jun 23, 2025Updated 9 months ago
- knowledge base for 5G☆38Aug 4, 2020Updated 5 years ago
- Final year research project to design a programmable virtual switch based on the specifications of a TSN to be implemented on a TSN netwo…☆13Nov 17, 2020Updated 5 years ago
- Private 5G Book☆73Nov 27, 2025Updated 4 months ago
- A module that can be used to model and simulate O-RAN-like behavior in ns-3.☆51Nov 16, 2025Updated 4 months ago
- A Python package for 5G-NR simulations☆142Nov 1, 2024Updated last year