AI + Communications

Deep learning for MIMO system - Channel estimation (2021) Youtube 

Deep learning in channel modeling (NYU, 2021) Youtube 

Deep learning for resource management (2020) Youtube 

IRS Tutorial in Globecom 2021 Youtube 

IRS Deep learning code collection Github 

5G NR Sidelink Link Level Simulator from NIST Site 

6G White paper by SKT (in Korean) File 

UAM 보고서 Link 

Airbus UTM Blueprint File 

Open-RAN (O-RAN) Youtube 

Bellhop simulator for underwater Link 

Matlab + Bellhop Link 

Bayesian Optimization over Combinatorial Structures Youtube Github 

Optimizing Coverage and Capacity in Cellular Networks using Machine Learning ICASSP2021 Youtube  Github 

Bayesian optimization (BO) github  Link1 (개념) Youtube(Kor)  Link2(실습)  Hyperopt Hyperopt(Kor)  Youtube(Kor)1 Youtube(Kor)2 Youtube(Eng) 

Random projections and Fourier features Youtube(Kor) 

Tutorial on 5G NR V2X communications File 

5G V2X Mode 2: Performance File 

5G V2X simulator Github 

AI-enabled scheduling in C-V2X Youtube