nazmul-karim170/RF_Classification

Official Implementation of SPIE paper "RF signal transformation and classification using deep neural networks"

RF Signal Transformation and Classification using Deep Neural Networks

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

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