6g 开源项目推荐（233 个）

loxilb-io /loxilb

eBPF based cloud-native load-balancer for Kubernetes|Edge|Telco|IoT|XaaS.

NVlabs /sionna

Sionna: An Open-Source Library for Research on Communication Systems

ken0225 /RIS-Codes-Collection

RIS-Codes-Collection: A Complete Collection contains the Codes for RIS(IRS) Researches.

DeepMIMO /DeepMIMO

DeepMIMOv4: A Toolchain and Database for Ray-tracing Datasets.

NVlabs /sionna-rk

Sionna Research Kit: A GPU-Accelerated Research Platform for AI-RAN

ken0225 /Framework-of-Robust-Transmission-Design-for-IRS-Aided-MISO-Communications

Simulation code for “A Framework of Robust Transmission Design for IRS-Aided MISO Communications With Imperfect Cascaded Channels,” by G. Zhou, C. Pan, et al, IEEE TSP, vol. 68, pp. 5092-5106, 2020.

NVlabs /diff-rt

This repository contains code to reproduce some of the results from the paper Sionna RT: Differentiable Ray Tracing for Radio Propagation Modeling using the Sionna™ link-level simulator.

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.

GigayasaWireless /toolkit5G

5G Tookit provides a rich set of 3GPP standards compliant modules and libraries. These modules can be used for reseach and development on physical channels and procedures in uplink and downlink communication.

ipc-lab /kaira

A PyTorch-based toolkit for simulating communication systems

ocatak /6g-channel-estimation-dataset

6G Wireless Communication Security - Deep Learning Based Channel Estimation Dataset

mobinets /6G-Edge-Computing-Simulation-Deployment

Simulation code for EdgeGO -- A resource sharing framework for 6G edge computing in massive IoT systems, https://ieeexplore.ieee.org/document/9375469/

malrabeiah /DL-Massive-MIMO

DL tackling Massive-MIMO problems

Western-OC2-Lab /AutoML-and-Adversarial-Attack-Defense-for-Zero-Touch-Network-Security

This repository includes code for the AutoML-based IDS and adversarial attack defense case studies presented in the paper "Enabling AutoML for Zero-Touch Network Security: Use-Case Driven Analysis" published in IEEE Transactions on Network and Service Management.

GREAT-ISAC /Awesome-Channel-Foundation-Models

A systematic community catalog of channel foundation models: papers, datasets, pretrained checkpoints, evaluations, and simulation tools.

yuanhao-cui /Awesome-Integrated-Sensing-and-Communications

A curated list of Integrated Sensing and Communications resources

Western-OC2-Lab /AutonomousCyber-AutoML-based-Autonomous-Intrusion-Detection-System

This repository includes code for the paper "Towards Autonomous Cybersecurity: An Intelligent AutoML Framework for Autonomous Intrusion Detection" accepted in AutonomousCyber, ACM CCS, 2024.

wineslab /deepbeam

M. Polese, F. Restuccia, and T. Melodia, "DeepBeam: Deep Waveform Learning for Coordination-Free Beam Management in mmWave Networks", Proc. of ACM Intl. Symp. on Theory, Algorithmic Foundations, and Protocol Design for Mobile Networks and Mobile Computing (ACM MobiHoc), July 2021.

Muhammaduazir69 /ns3-ntn-toolkit

End-to-end ns-3.43 simulator for 6G non-terrestrial networks: measured NR-NTN data plane under SGP4 mobility, NTN/O-RAN application layer with in-band QoS KPIs, E2SM-KPM flow monitor, multi-tier RIC, regenerative payloads, TR 38.821-calibrated radio, all 5 NTN handover trigger classes, THz, Sionna RT, AI/ML, digital twin.

mychele /toward-e2e-6g-terahertz-networks

Code for M. Polese, J. Jornet, T. Melodia, M. Zorzi, “Toward End-to-End, Full-Stack 6G Terahertz Networks”, https://arxiv.org/abs/2005.07989, 2020.