AI-Open-RAN for Non-Terrestrial Networks (AIO-RAN-NTN)

AIO-RAN: Key Elements of Open-RAN and AI-RAN

Proposed AIO-RAN-NTN Blueprint

Testbed

Transmitter: gNB with OAIBOX

Device Setup

Receiver: Quectel 5G module with SIM card

UE Configuration and Connectivity

Operation

DL/UL Rates

KPI Performance

Observations

Model Training and Inference

Dataset

Training and Testing

Proposed KPI Prediction Pipeline