Merluzzi, Mattia
- Goal-Oriented and Semantic Communication in 6G AI-Native Networks: The 6G-GOALS Approach
2024/02/12 by Emilio Calvanese Strinati, Paolo Di Lorenzo, Strinati, Emilio Calvanese +37 · 15 citations
Computer Science · Engineering · #FOS: Electrical engineering #IoT and Edge/Fog Computing #Robotics and Automated Systems #Signal Processing (eess.SP) #electronic engineering #information engineering
- Goal-oriented Communications for the IoT: System Design and Adaptive Resource Optimization
2023/10/21 by Paolo Di Lorenzo, Di Lorenzo, Paolo, Mattia Merluzzi +11 · 5 citations
Computer Science · #Context-Aware Activity Recognition Systems #Distributed Sensor Networks and Detection Algorithms #FOS: Electrical engineering #IoT and Edge/Fog Computing #Signal Processing (eess.SP) #electronic engineering #information engineering
- Effective Goal-oriented 6G Communications: the Energy-aware Edge Inferencing Case
2022/04/20 by Mattia Merluzzi, Miltiadis C. Filippou, Merluzzi, Mattia +5 · 2 citations
Computer Science · Engineering · #Age of Information Optimization #IoT and Edge/Fog Computing #Energy Harvesting in Wireless Networks
- Enabling Edge Artificial Intelligence via Goal-oriented Deep Neural Network Splitting
2023/12/06 by Francesco Binucci, Binucci, Francesco, Mattia Merluzzi +7 · 4 citations
Engineering · #Advanced MIMO Systems Optimization #Advanced Wireless Communication Technologies #Energy Harvesting in Wireless Networks #FOS: Electrical engineering #Signal Processing (eess.SP) #electronic engineering #information engineering
- Energy Efficient Edge Computing: When Lyapunov Meets Distributed\n Reinforcement Learning
2021/03/31 by Mohamed Sana, Sana, Mohamed, Mattia Merluzzi +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)
- 6G goal-oriented communications: How to coexist with legacy systems?
2023/08/25 by Merluzzi, Mattia, Filippou, Miltiadis C., Baltar, Leonardo Gomes +2 · 1 citation
#FOS: Electrical engineering #Signal Processing (eess.SP) #electronic engineering #information engineering
- Optimizing RIS Impairments through Semantic Communication
2024/10/10 by Nour Hello, Mattia Merluzzi, Hello, Nour +5 · 1 citation
Medicine · #ECG Monitoring and Analysis
- Adaptive Semantic Token Communication for Transformer-based Edge Inference
2025/05/23 by Devoto, Alessio, Pomponi, Jary, Merluzzi, Mattia +2 · 3 citations
#Emerging Technologies (cs.ET) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Goal-oriented Communications based on Recursive Early Exit Neural Networks
2024/12/27 by Jary Pomponi, Pomponi, Jary, Mattia Merluzzi +9 · 1 citation
Engineering · Computer Science · #Advanced Algorithms and Applications #Speech and Audio Processing #Wireless Sensor Networks and IoT