Romain Dulout Postdoctoral Researcher

Présentation

Ph.D. in Computer Science and Signal Processing, currently a postdoctoral researcher at LaBRI (Université de Bordeaux). My doctoral work focused on the optimization of wireless communication networks in the vehicular domain, notably through edge computing, NOMA, and reinforcement learning (AI), while my current research focuses on the analysis and optimization of the energy cost of security mechanisms in LPWAN networks. With over 220 teaching hours delivered at ENSEIRB-MATMECA, and experience spanning applied research, implementation, and experimentation, I am looking to invest myself in a stimulating environment at the interface of research, teaching, and/or technological innovation.

Publications

Communication dans un congrès (2)

Decentralized LSTM-Enhanced MADDPG Framework for Vehicular Edge Computing Romain Dulout,Leo Mendiboure,Yannis Pousset,Virginie Deniau,Tidiane Sylla IEEE 36th International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC 2025), Sep 2025, Istanbul, Turkey. ⟨10.1109/PIMRC62392.2025.11274952⟩ Communication dans un congrès hal-05535046v1
NedgeSIM-RL: Simulating Smart Offloading in NOMA-VEc Environments Romain Dulout,Yassine Ariouich,Leo Mendiboure,Yannis Pousset,Virginie Deniau 20th International Conference on Wireless and Mobile Computing, Networking and Communications (WiMob 2024), Oct 2024, Paris, France. pp.1-6, ⟨10.1109/WiMob61911.2024.10770320⟩ Communication dans un congrès hal-04937073v1

Chapitre d'ouvrage (1)

Using SDN Technology to Control C-ITS: Towards Decentralized Approaches Romain Dulout,Lylia Alouache,Tidiane Sylla,Leo Mendiboure,Yannis Pousset Léo Mendiboure. Cooperative Intelligent Transport Systems: Control and Management, ISTE Ltd; Jonh Wiley & Sons, pp.95-114, 2024, Sciences. Networks and communications. Network management and control, 978-1-789-45180-1 (print) ; 978-1-394-32583-2 (eBook) ; 978-1-394-32584-9 (online). ⟨10.1002/9781394325849.ch5⟩ Chapitre d'ouvrage hal-04937088v1

Article dans une revue (1)

Non-Orthogonal Multiple Access for Offloading in Multi-Access Edge Computing: A Survey Romain Dulout,Leo Mendiboure,Yannis Pousset,Virginie Deniau,Frédéric Launay IEEE Access, 2023, 11, pp.118983-119016. ⟨10.1109/ACCESS.2023.3326846⟩ Article dans une revue hal-04269068v1