Sana, Mohamed
- Goal-Oriented and Semantic Communication in 6G AI-Native Networks: The 6G-GOALS Approach
2024/02/12 by Emilio Calvanese Strinati, Strinati, Emilio Calvanese, Paolo Di Lorenzo +37 · 16 citations
Computer Science · Engineering · #FOS: Electrical engineering #IoT and Edge/Fog Computing #Robotics and Automated Systems #Signal Processing (eess.SP) #electronic engineering #information engineering
- Distributed Intelligent Integrated Sensing and Communications: The 6G-DISAC Approach
2024/02/28 by Emilio Calvanese Strinati, Strinati, Emilio Calvanese, George C. Alexandropoulos +31 · 10 citations
Computer Science · Engineering · #Sensor Technology and Measurement Systems #Distributed Sensor Networks and Detection Algorithms #Spacecraft Design and Technology
- Semantic Channel Equalizer: Modelling Language Mismatch in Multi-User Semantic Communications
2023/08/04 by Sana, Mohamed, Strinati, Emilio Calvanese · 6 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #Signal Processing (eess.SP) #electronic engineering #information engineering
- Learning Semantics: An Opportunity for Effective 6G Communications
2021/10/14 by Sana, Mohamed, Strinati, Emilio Calvanese · 2 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Theory (cs.IT) #Logic in Computer Science (cs.LO)
- Multi-Agent Reinforcement Learning for Adaptive User Association in\n Dynamic mmWave Networks
2020/06/16 by Mohamed Sana, Sana, Mohamed, Antonio De Domenico +7 · 1 citation
Engineering · #Millimeter-Wave Propagation and Modeling #Advanced MIMO Systems Optimization #Microwave Engineering and Waveguides
- Energy Efficient Edge Computing: When Lyapunov Meets Distributed\n Reinforcement Learning
2021/03/31 by Mohamed Sana, Mattia Merluzzi, Sana, Mohamed +5 · 1 citation
Computer Science · #Age of Information Optimization #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #IoT and Edge/Fog Computing #Machine Learning (cs.LG) #Multiagent Systems (cs.MA) #Networking and Internet Architecture (cs.NI)
- Transferable and Distributed User Association Policies for 5G and Beyond Networks
2021/06/04 by Sana, Mohamed, di Pietro, Nicola, Strinati, Emilio Calvanese · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Multiagent Systems (cs.MA) #Networking and Internet Architecture (cs.NI)
- Soft Partitioning of Latent Space for Semantic Channel Equalization
2024/05/30 by Tomás Hüttebräucker, Mohamed Sana, Hüttebräucker, Tomás +3 · 2 citations
Computer Science · Social Sciences · #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG) #Multiagent Systems (cs.MA) #Multimedia Communication and Technology #Natural Language Processing Techniques
- Relative Representations of Latent Spaces enable Efficient Semantic Channel Equalization
2024/11/29 by Tomás Hüttebräucker, Hüttebräucker, Tomás, Simone Fiorellino +7 · 4 citations
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling