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

A multi-stack, ETSI compliant, V2X framework for ns-3.

Sionna RT: The Ray Tracing Package of Sionna

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

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.

Create scene compatible with Sionna Ray Tracing

ns3sionna is a software module that brings realistic channel simulation using ray tracing from Sionna to the ns-3 network simulator

On-device AI/LLM comm system | Pre-trained LLM integrated with 5G-NR PHY | Fine-tuned BART on noisy 3GPP CDL channels | 50 % compression via quantization | Evaluated with NVIDIA Sionna LLS

Differentiable Jamming and Anti-Jamming with NVIDIA Sionna

VisPy preview backend for Sionna

ns-3 module with NVIDIA Sionna RT as channel model

Large-scale simulation of wireless network coverage maps using Sionna RT.

Digital Twin Networks (Site-Specific Pathloss Map Prediction) based on SionnaRT

Codebooks with Integral-Split Self-Interference Reduction for Integrated Sensing and Communication

No description available

Analog Devices Adalm PlutoSDR interface for NVidia sionna simulator, 1T1R, use full-dupplex on single SDR.

No description available

Fully open source Geometry Extraction (GE) for Sionna Ray-Tracing (RT) tool. Includes extensive ray-tracing sensitivity analysis codebase.

Official source code implementation for the paper "End-to-End Human Pose Reconstruction from Wearable Sensors for 6G Extended Reality Systems".

Implementation of the linear transformer-based decoder experiments from 5G LDPC Linear Transformer for Channel Decoding using the Sionna link-level simulator.

This repo contains a jupyter notebook that allows to import radiation patterns from basic msi files of antenna vendors. The imported radiation patterns can be added to sionna as a customized radiation pattern

A PyTorch port of relevant the 3GPP tr38901 Sionna channel model

No description available

Using Sionna to generate coverage map with openstreetmap automatically

This is a detailed description of all the open source codes and dataset used in the paper “Path Loss Prediction in Urban Environments with Sionna-RT Based on Accurate Propagation Scene Models At 2.8 GHz”.

# safehaul_infocom2023 : System level simulator for IAB simulation based on Sionna # This is a simulator for IAB self-backhauling networks operating at mmWaves. A description of this module can be found on [arXiv](https://arxiv.org/abs/2301.03201 "arXiv link").

This is an implantation of Bayesian Optimization of Bit Rate, SINR on Sionna Ray tracing module

The deep neural architectures for Neural Receiver concept.

Research codes based on Nvidia Sionna (updating in progress)

A multi-stack, ETSI compliant, V2X framework for ns-3 with NVIDIA Sionna RT