N00Bception / AI-Powered-5G-OpenRAN-OptimizerLinks
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.
☆50Updated 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
Sorting:
- 5G Tookit provides a rich set of 3GPP standards compliant modules and libraries. These modules can be used for reseach and development on…☆39Updated last year
- Scripts for reading Raymobtime dataset☆26Updated 4 years ago
- Source code for the paper L. Bonati, S. D'Oro, S. Basagni, and T. Melodia, "SCOPE: An Open and Softwarized Prototyping Platform for NextG…☆37Updated 9 months ago
- Simulation code for "Non-Orthogonal Multiple Access and Network Slicing: Scalable Coexistence of eMBB and URLLC". Paper presented in the …☆12Updated 2 years ago
- O-RAN E2 termination for SCOPE framework.☆19Updated 3 months ago
- DeepSlice: A Deep Learning Approach towards an Efficient and Reliable Network Slicing in 5G Networks☆78Updated 3 years ago
- ☆12Updated 4 years ago
- Master Thesis☆10Updated 2 years ago
- Code implementing the algorithm and the benchmark of the paper "Power Minimization of Downlink Spectrum Slicing for eMBB and URLLC Users"☆13Updated 2 years ago
- 5G Network Slicing for Wi-Fi Networks☆55Updated last year
- This repository contain the code of PHY abstraction for current V2X technologies☆14Updated 4 years ago
- Traffic Steering (TS) xApp for OAIC O-RAN Testbed☆10Updated last year
- Code containing RRM simulation using RL in a scenario with RAN slicing.☆22Updated last year
- Source code for the paper M. Polese, L. Bonati, S. D'Oro, S. Basagni, T. Melodia, "ColoRAN: Design and Testing of Open RAN Intelligence o…☆41Updated last year
- Datasets and code for machine learning in 5G mmWave MIMO systems involving mobility (5GMdata)☆93Updated 3 years ago
- A module that can be used to model and simulate O-RAN-like behavior in ns-3.☆44Updated 2 months ago
- Real-Time Inference of 5G NR Multi-user MIMO Neural Receivers☆58Updated 2 months ago
- According to considering the delay or not for two scenarios, eMBB and URLLC service, observe the wireless resource allocation distributio…☆22Updated 3 years ago
- Matlab Simulation for T. K. Vu, M. Bennis, S. Samarakoon, M. Debbah and M. Latva-aho, "Joint In-Band Backhauling and Interference Mitigat…☆43Updated 7 years ago
- 5G Network Slicing Simulation project designed to explore dynamic resource allocation and performance optimization across network slices,…☆23Updated last month
- Optimised the number of handovers using the Q-Learning algorithm of Reinforcement Learning☆17Updated 3 years ago
- IAB feature for the ns-3 mmWave module☆27Updated 3 years ago
- Source code for "A Globally Optimal Energy-Efficient Power Control Framework and its Efficient Implementation in Wireless Interference Ne…☆47Updated last year
- Slice Aware Non Terrestrial Networks☆18Updated last year
- ☆17Updated 10 months ago
- A 5G Multi-Slice Cell Capacity Simulator based on Python☆22Updated 2 years ago
- ☆44Updated this week
- 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…☆47Updated 6 months ago
- ☆21Updated 3 months ago
- ☆13Updated 4 years ago