RF Signal Transformation and Classification using Deep Neural Networks

Official Repository of the RF Classification Paper accepted in SPIE Defense and Commercial Symposium 2022.

Datasets used:

1- RadioML2016
2- RF1024

How to Download the dataset?

1- RadioML2016 will be automatically downloaded on running RadioML_2016_Train.py
2- RF1024 Dataset: Google Drive Link to Download RF1024 Dataset
Place the downloaded dataset in the folder rf1024_data

Training

python RadioML_2016_Train.py --model resnet18

python RF1024_Train.py --model resnet18