Enabling Uncoordinated Dynamic Spectrum Sharing Between LTE and NR Networks

M Girmay, V Maglogiannis, D Naudts… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
Dynamic Spectrum Sharing (DSS) is an enabler for a seamless transition from 4G Long
Term Evolution (LTE) to 5G New Radio (NR) by utilizing existing LTE bands without static …

Dual-attention deep reinforcement learning for multi-map 3d trajectory optimization in dynamic 5g networks

E Catté, M Sana, M Maman - ICC 2023-IEEE International …, 2023 - ieeexplore.ieee.org
5G and beyond networks need to provide dynamic and efficient infrastructure management
to better adapt to time-varying user behaviors (eg, user mobility, interference, user traffic and …

Cooperative Sensing of Side Lobes Interference for mmWave Blockages Localization and Mapping

H Dakdouk, M Sana, B Denis - arXiv preprint arXiv:2405.08521, 2024 - arxiv.org
Radio localization and sensing are anticipated to play a crucial role in enhancing radio
resource management in future networks. In this work, we focus on millimeter-wave …

Federated multi-agent deep reinforcement learning for dynamic and flexible 3D operation of 5G multi-MAP networks

E Catté, M Sana, M Maman - 2023 IEEE 34th Annual …, 2023 - ieeexplore.ieee.org
This paper addresses the efficient management of Mobile Access Points (MAPs), which are
Unmanned Aerial Vehicles (UAV), in 5G networks. We propose a two-level hierarchical …

[PDF][PDF] Intelligent Spectrum Sharing Mechanisms for Heterogeneous Wireless Access Networks

M Girmay - 2023 - biblio.ugent.be
Undoubtedly, the completion of this PhD dissertation was possible with the help and support
of many people. First and foremost, I would like to thank and express my heartfelt gratitude to …