abman23 / on-device-ai-commLinks
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
☆23Updated last year
Alternatives and similar repositories for on-device-ai-comm
Users that are interested in on-device-ai-comm are comparing it to the libraries listed below
Sorting:
- ☆11Updated 2 years ago
- Code for Multi-Device Task-Oriented Communication via Maximal Coding Rate Reduction☆24Updated 10 months ago
- Python code and related materials for DualNet and U2D network.☆13Updated 5 years ago
- GAI driven MIMO channel estimation by diffusion model☆30Updated 7 months ago
- ☆21Updated 2 years ago
- Pytorch codes for "An Adaptive and Robust Deep Learning Framework for THz Ultra-Massive MIMO Channel Estimation" in IEEE Journal of Selec…☆65Updated last year
- ☆59Updated last month
- Semi-Supervised End-to-End Learning for Integrated Sensing and Communications☆21Updated last year
- ☆17Updated 10 months ago
- ☆19Updated last year
- Beam prediction based on large language models, IEEE Wireless Communications Letters☆40Updated last month
- Unofficial Pytorch implementation of Deep Learning-Based MIMO Communications (Timothy J. O’Shea)☆18Updated 3 years ago
- Repository for the code user in the paper...☆23Updated 2 years ago
- A Comparative Study of Deep Learning and Iterative Algorithms for Joint Channel Estimation and Signal Detection in OFDM Systems☆62Updated last year
- Codes and Slides (pending) for JSAC paper "Sensing-Enhanced Channel Estimation for Near-Field XL-MIMO Systems"☆27Updated 9 months ago
- Codes for paper Model-Driven Deep Learning Based Channel Estimation and Feedback for Millimeter-Wave Massive Hybrid MIMO Systems☆30Updated 3 years ago
- This is the code for the paper "Deep Learning-Based Rate-Splitting Multiple Access for Reconfigurable Intelligent Surface-Aided Tera-Hert…☆50Updated 2 years ago
- An implementation of the paper ‘Channel Distribution Learning: Model-Driven GAN-Based Channel Modeling for IRS-Aided Wireless Communicati…☆16Updated 3 years ago
- Code for the paper "End-to-End Fast Training of Communication Links Without a Channel Model via Online Meta-Learning"☆30Updated 5 years ago
- yangyuwenyang / Codes-for-Deep-Transfer-Learning-Based-Downlink-Channel-Prediction-for-FDD-Massive-MIMO-SystemsCodes-for-Deep-Transfer-Learning-Based-Downlink-Channel-Prediction-for-FDD-Massive-MIMO-Systems☆29Updated 5 years ago
- This repository hosts a demonstration of the semantic encoder and decoder algorithm as presented in the paper "AI-Generated Incentive Mec…☆34Updated 10 months ago
- Pytorch implementation of "Deep Learning-Based Adaptive Joint Source-Channel Coding using Hypernetworks"☆26Updated 2 years ago
- Python code for IEEE TVT: Two-Way Semantic Communications without Feedback (Semantic Communication)☆26Updated 5 months ago
- ☆21Updated 4 years ago
- Source code for research papers about the semantic communication approach SINFONY☆23Updated last week
- ☆49Updated 2 years ago
- ☆20Updated last year
- The repository contains code, report and presentation for the solution of Team TII for ITU AI/ML in 5G Grand Challenge 2022: ML5G-PS-011:…☆50Updated 2 years ago
- Research homepage☆18Updated last week
- ☆13Updated 3 years ago