gnb

Open source 5G UE and RAN (gNodeB) implementation.

Docker files to run open5gs + IMS + eNB + gNB + NR-UE in a docker

High performance 5G UE/gNB Simulator and CP/UP load tester.

my5G-RANTester is a gNB/UE simulator for studying 3GPP standards and stressing a 5G core.

Next-generation open-source 5G RAN/UE simulator for free5GC.

OpenIMSs open source environment for real life development of IMS based 4G/5G/NR voice/video/data/RCS/IM services

An interactive CLI for free5gc

Deployment Guide of OpenAirInterface (OAI) NTN using RFSim GEO and LEO satellite Scenarios

Large Scalable 5G UE/gNB Emulator

5G NGAP (3GPP TS 38.413, Release 19) in Rust, generated from the ASN.1: aligned PER, IEs read and built by name, message checks with their causes, JSON trees and serde. No unsafe code.

Steps to describe on Magma 5G Integration with OAI GNB & UE simulator

End-to-end deployment guide for Open5GS 5G Core with srsRAN and srsUE

PacketRusher Docker image

Weather Prediction With Gradient Boost

This project predicts crime patterns in India using KNN, Logistic Regression, and Random Forest, with SHAP for feature importance and LIME for explaining predictions, highlighting the role of explainability in improving model performance.

GTP-U for 5GS and EPS (5G and 4G LTE) in Rust (3GPP TS 29.281, TS 38.415): a codec, a Tokio endpoint for the tunnels of a gNB or an eNB, a test UPF, Linux TUN devices and an eBPF fast path.

Machine Learning Models for Mine / Rock Prediction

Supervised Machine Learning (GNB, Knn, LR, MLP & SVM) in the dataset philippines and Unsupervised Machine Learning (k-means, HAC, GMM, DBSCAN, HDBSCAN & SOM) in the datasets wingnut & h2mg_128_90

UERANSIM Docker images

[ECE NTUA] Neural Networks