This code is the open source implementation of the paper "Deep Learning Models for Wireless Signal Classification With Distributed Low-Cost Spectrum Sensors" published in IEEE TRANSACTIONS ON COGNITIVE COMMUNICATIONS AND NETWORKING by Sreeraj Rajendran, Wannes Meert, Domenico Giustiniano, Vincent Lenders and Sofie Pollin (PDF)

Repository for LSTM based modulation classifier.

Prerequisites

Tensorflow

Tflearn

Files

get_data.py -- Script for retrieving data from Electrosense

magfft_lstm_classify.py -- Magnitude FFT based classification

rml_lstm_classify.py -- Amplitude-phase classification model