RF-based drone detection and classification system using convolutional neural network

This paper presents an effort towards developing a detection and classification information system based on the RF signature of several commercial drones. The developed application implements a Convolutional Neural Network which was trained and tested using data from a publically accessible database. The tested neural network reached an accuracy of almost 100% (4-classes), which is considered as a...