N00Bception / AI-Powered-5G-OpenRAN-Optimizer
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.
☆38Updated last year
Related projects ⓘ
Alternatives and complementary repositories for AI-Powered-5G-OpenRAN-Optimizer
- 5G Tookit provides a rich set of 3GPP standards compliant modules and libraries. These modules can be used for reseach and development on…☆30Updated 6 months ago
- Datasets and code for machine learning in 5G mmWave MIMO systems involving mobility (5GMdata)☆86Updated 2 years ago
- 5G Network Slicing for Wi-Fi Networks☆52Updated 9 months ago
- This is an implementation of an API to interface ns-3 network simulator to NI software defined radios for 802.11 and LTE.☆24Updated 4 years ago
- DeepSlice: A Deep Learning Approach towards an Efficient and Reliable Network Slicing in 5G Networks☆67Updated 3 years ago
- This repository contain the code of PHY abstraction for current V2X technologies☆11Updated 4 years ago
- A module that can be used to model and simulate O-RAN-like behavior in ns-3.☆32Updated last week
- The folder contains NS-3 simulations for Mobility Robustness Optimization in Small Cell Networks☆9Updated 3 years ago
- ☆41Updated last year
- Code containing RRM simulation using RL in a scenario with RAN slicing.☆15Updated last year
- Scripts for reading Raymobtime dataset☆22Updated 3 years ago
- Simulation code for "Non-Orthogonal Multiple Access and Network Slicing: Scalable Coexistence of eMBB and URLLC". Paper presented in the …☆11Updated 2 years ago
- Beam-selection for mmWave MIMO using machine learning☆42Updated 4 years ago
- Simulations and figures for 5G NR radio resource properties planning. Built for educational purposes.☆28Updated last year
- ☆11Updated 3 years ago
- ☆18Updated 3 months ago
- Matlab Simulation for T. K. Vu, M. Bennis, S. Samarakoon, M. Debbah and M. Latva-aho, "Joint In-Band Backhauling and Interference Mitigat…☆41Updated 6 years ago
- ☆11Updated 3 years ago
- A cloud-native 5G Network based on OAI platform, fully deployed on Kubernetes, enhanced with AI Unit to forecast the interactions between…☆21Updated 9 months ago
- An Algorithm for making handoff decisions in a sliced 5G network☆40Updated 3 years ago
- A 5G Multi-Slice Cell Capacity Simulator based on Python☆22Updated last year
- The Heterogeneous Radio Mobile Simulator☆37Updated this week
- Network slicing gym environment and a model-based RL agent with kernels☆40Updated this week
- Core software for Open AI Cellular☆65Updated last month
- O-RAN E2 termination for SCOPE framework.☆18Updated 5 months ago
- Code implementing the algorithm and the benchmark of the paper "Power Minimization of Downlink Spectrum Slicing for eMBB and URLLC Users"☆12Updated last year
- Source code for "A Globally Optimal Energy-Efficient Power Control Framework and its Efficient Implementation in Wireless Interference Ne…☆46Updated 7 months ago
- An open-source system-level simulator modeling the 5G air interface☆56Updated 3 years ago
- The project represents the main code for the proposed cross-layer Dynamic sub-array scheduling for 5G applications, in collaboration with…☆54Updated 4 years ago
- ML-based channel modeling for millimeter wave wireless communications☆24Updated 4 years ago