Johan PERUL received his engineering degree in topography from the Ecole Superieure des Geometres et Topographes, Le Mans, France. After working for a year in Parallele 45 company as 3D engineer, he begins his PhD "Autonomous localization by learning displacement dynamics in multimodal transport" in 2017 at Geoloc laboratory at IFSTTAR Nantes, France.