Mohamed Sana

According to our database, Mohamed Sana authored at least 28 papers between 2019 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2025

Reasoning Language Models for Root Cause Analysis in 5G Wireless Networks.

Mohamed Sana, Nicola Piovesan, Antonio De Domenico, Yibin Kang, Haozhe Zhang, Mérouane Debbah, Fadhel Ayed

CoRR, July, 2025

TeleMath: A Benchmark for Large Language Models in Telecom Mathematical Problem Solving.

Vincenzo Colle, Mohamed Sana, Nicola Piovesan, Antonio De Domenico, Fadhel Ayed, Mérouane Debbah

CoRR, June, 2025

Goal-Oriented Time-Series Forecasting: Foundation Framework Design.

Luca-Andrei Fechete, Mohamed Sana, Fadhel Ayed, Nicola Piovesan, Wenjie Li, Antonio De Domenico, Tareq Si Salem

CoRR, April, 2025

2024

Relative Representations of Latent Spaces enable Efficient Semantic Channel Equalization.

Tomás Hüttebräucker, Simone Fiorellino, Mohamed Sana, Paolo Di Lorenzo, Emilio Calvanese Strinati

CoRR, 2024

Latent Space Alignment for Semantic Channel Equalization.

Tomás Hüttebräucker, Mohamed Sana, Emilio Calvanese Strinati

CoRR, 2024

Sociality Regime in User-Centric Clustering for Energy-Efficient Cell-free MIMO Networks.

Ala Eddine Nouali, Mohamed Sana, Jean-Paul Jamont

Proceedings of the 35th IEEE International Symposium on Personal, 2024

Analyzing and Enhancing Queue Sampling for Energy-Efficient Remote Control of Bandits.

Hiba Dakdouk, Mohamed Sana, Mattia Merluzzi

Proceedings of the IEEE International Mediterranean Conference on Communications and Networking, 2024

Goal-Oriented and Semantic Communication in 6G AI-Native Networks: The 6G-GOALS Approach.

Emilio Calvanese Strinati, Paolo Di Lorenzo, Vincenzo Sciancalepore, Adnan Aijaz, Marios Kountouris, Deniz Gündüz, Petar Popovski, Mohamed Sana, Photios A. Stavrou, Beatriz Soret, Nicola Cordeschi, Simone Scardapane, Mattia Merluzzi, Lanfranco Zanzi, Mauro Renato Boldi, Tony Q. S. Quek, Nicola di Pietro, Olivier Forceville, Francesca Costanzo, Peizheng Li

Proceedings of the Joint European Conference on Networks and Communications & 6G Summit, 2024

Distributed Intelligent Integrated Sensing and Communications: The 6G-DISAC Approach.

Emilio Calvanese Strinati, George C. Alexandropoulos, Giyyarpuram Madhusudan, Philippe Sehier, Sami Mekki, Vincenzo Sciancalepore, Maximilian Stark, Mohamed Sana, Benoît Denis, Maurizio Crozzoli, Navid Amani, Placido Mursia, Raffaele D'Errico, Mauro Renato Boldi, Francesca Costanzo, Francois Rivet, Henk Wymeersch

Proceedings of the Joint European Conference on Networks and Communications & 6G Summit, 2024

Early Acceptance Matching Game for User-Centric Clustering in Scalable Cell-free MIMO Networks.

Ala Eddine Nouali, Mohamed Sana, Jean-Paul Jamont

Proceedings of the Joint European Conference on Networks and Communications & 6G Summit, 2024

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

Hiba Dakdouk, Mohamed Sana, Benoît Denis

Proceedings of the Joint European Conference on Networks and Communications & 6G Summit, 2024

Pragmatic Goal-Oriented Communications Under Semantic-Effectiveness Channel Errors.

Tomás Hüttebräucker, Mohamed Sana, Emilio Calvanese Strinati

Proceedings of the 21st IEEE Consumer Communications & Networking Conference, 2024

2023

Sensing of Side Lobes Interference for Blockage Prediction in Dense mmWave Networks.

Mohamed Sana, Hiba Dakdouk, Benoît Denis

Proceedings of the 34th IEEE Annual International Symposium on Personal, 2023

Federated Multi-Agent Deep Reinforcement Learning for Dynamic and Flexible 3D Operation of 5G Multi-MAP Networks.

Esteban Catté, Mohamed Sana, Mickael Maman

Proceedings of the 34th IEEE Annual International Symposium on Personal, 2023

Soft Partitioning of Latent Space for Semantic Channel Equalization.

Tomás Hüttebräucker, Mohamed Sana, Emilio Calvanese Strinati

Proceedings of the 19th International Symposium on Wireless Communication Systems, 2023

Learning Hierarchical Resource Allocation and Multi-agent Coordination of 5G mobile IAB Nodes.

Mohamed Sana, Benoit Miscopein

Proceedings of the IEEE International Conference on Communications, 2023

Dual-Attention Deep Reinforcement Learning for Multi-MAP 3D Trajectory Optimization in Dynamic 5G Networks.

Esteban Catté, Mohamed Sana, Mickael Maman

Proceedings of the IEEE International Conference on Communications, 2023

Semantic Channel Equalizer: Modelling Language Mismatch in Multi-User Semantic Communications.

Mohamed Sana, Emilio Calvanese Strinati

Proceedings of the IEEE Global Communications Conference, 2023

2022

Coverage Extension as a Service for Flexible 6G Networks Infrastructure.

Mickael Maman, Esteban Catté, Mohamed Sana, Merkebu Girmay, Vasilis Maglogiannis, Dries Naudts, Haeyoung Lee, François Carrez, Antti Anttonen, Yolanda Fernández, Javier Moreno, Vasiliki Lamprousi, Vera Stavroulaki

Proceedings of the IEEE Globecom 2022 Workshops, 2022

Cost-Efficient and QoS-Aware User Association and 3D Placement of 6G Aerial Mobile Access Points.

Esteban Catté, Mohamed Sana, Mickael Maman

Proceedings of the 2022 Joint European Conference on Networks and Communications & 6G Summit, 2022

Learning Semantics: An Opportunity for Effective 6G Communications.

Mohamed Sana, Emilio Calvanese Strinati

Proceedings of the 19th IEEE Annual Consumer Communications & Networking Conference, 2022

2021

Distributed Learning for 5G and Beyond Network Management and Orchestration. (Apprentissage distribué pour la gestion et l'orchestration des réseaux 5G et au-delà).

Mohamed Sana

PhD thesis, 2021

Transferable and Distributed User Association Policies for 5G and Beyond Networks.

Mohamed Sana, Nicola di Pietro, Emilio Calvanese Strinati

Proceedings of the 32nd IEEE Annual International Symposium on Personal, 2021

Energy Efficient Edge Computing: When Lyapunov Meets Distributed Reinforcement Learning.

Mohamed Sana, Mattia Merluzzi, Nicola di Pietro, Emilio Calvanese Strinati

Proceedings of the IEEE International Conference on Communications Workshops, 2021

2020

Multi-Agent Reinforcement Learning for Adaptive User Association in Dynamic mmWave Networks.

Mohamed Sana, Antonio De Domenico, Wei Yu, Yves Lostanlen, Emilio Calvanese Strinati

IEEE Trans. Wirel. Commun., 2020

Multi-Agent Deep Reinforcement Learning For Distributed Handover Management In Dense MmWave Networks.

Mohamed Sana, Antonio De Domenico, Emilio Calvanese Strinati, Antonio Clemente

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019

Comparison of Multi-channel Ranging Algorithms for Narrowband LPWA Network Localization.

Florian Wolf, Mohamed Sana, Sébastien de Rivaz, François Dehmas, Jean-Pierre Cances

Proceedings of the Ubiquitous Networking - 5th International Symposium, 2019

Multi-Agent Deep Reinforcement Learning Based User Association for Dense mmWave Networks.

Mohamed Sana, Antonio De Domenico, Emilio Calvanese Strinati

Proceedings of the 2019 IEEE Global Communications Conference, 2019