Single and multiple drones detection and identification using RF based deep learning algorithm

•Deep learning algorithm for identification of type and flight mode of detected drones.•Novel deep learning algorithm for detection of multiple drones in radio frequency domain.•Results of three indoor experiments concerning collecting and analyzing radio signals from drones.•Public available database with radio signals of drones from two different radio frequency bands.