Research
Research Topics
My primary research topics are: Signal processing theory and methods, machine learning for wireless communications, goal-oriented and semantic communications, distributed/federated machine learning, topological signal processing , topological deep learning.
A description of current and past research topics is given in the sequel.
Current research topics:
Past research topics:
Research Projects
Current Projects:
6G-GOALS (EU, Horizon SNS-JU 2023). Role: Technical manager.
RESTART - NETWIN Project (EU-IT, PNRR). Role: WP leader (Sapienza).
Past Projects:
RISE-6G (EU, H2020 - ICT Program). Role: Principal investigator of research unit (Sapienza - CNIT).
5G-CONNI (EU-Taiwan, H2020 - ICT Program). Role: Task leader.
Liquid-EDGE (IT, PRIN 2017). Role: Secondary investigator.
SKY-EDGE (IT, Sapienza research project ). Role: Principal investigator.
5G-MiEdge (EU-Japan, H2020 - ICT Program). Role: Task leader.
Distributed Online Nonconvex Optimization for Adaptive and Scalable Design of the Internet of Things (IT, Sapienza research project ). Role: Pricipal investigator.
TROPIC (EU, FP7 - ICT Program). Role: WP leader.
SIMTISYS (EU, FP7 - SPACE Program). Role: WP leader.
FREEDOM (EU, FP7 - ICT Program). Role: Secondary investigator.
Squinted Enhanced Spotlight SAR (funded by Thales Alenia Space). Role: Secondary investigator.
Talks
Webinar: "Exploiting Semantics for Goal-oriented Communications: A Signal Processing Perspective," EURASIP webinar, June 2024.
Talk: “Learning Semantics for Effective Goal-oriented Communications," First Mediterranean Workshop on Semantic and Goal-oriented Communications, May 2024.
Talk: “Goal-oriented Communications for Edge Inference and Learning," Lake Como School, Complex Networks and Telecommunications, July 2023.
Tutorial: “Wireless Edge Intelligence: From Edge Learning to Goal-oriented Communications,” International Conference on Communications, May 2023.
Keynote: “Energy-Efficient Edge Comuting empowered by Reconfigurable Intelligent Surfaces,” CLEEN 2022, September 2022.
Tutorial: “Wireless Edge Intelligence,” European Signal Processing Conference, August 2022.
Talk: “Edge Computing with Smart Wirless Environments,” CEA, Grenoble, Dec. 2021.
Talk: “Dynamic Resource Allocation for Edge Computing,” Purdue University, May 2019.
Talk: “Machine Learning for Networks,” EURECOM, Sophia Antipolis, May 2018.
Collaborators (in alphabetical order)
SPCOM Laboratory:
Prof. Sergio Barbarossa, Sapienza University of Rome
Francesco Pezone, Ph.D. student, Sapienza University of Rome
Lucia Testa, Ph.D. student, Sapienza University of Rome
Simone Fiorellino, Ph.D. student, Sapienza University of Rome
National and International collaborations:
Prof. George Alexandropoulos, National and Kapodistrian University of Athens
Prof. Paolo Banelli, University of Perugia
Dr. Claudio Battiloro, Ph.D. student, Harvard University
Dr. Emilio Calvanese Strinati, CEA Leti
Dr. Francesca Costanzo, CEA Leti
Prof. Stefania Colonnese, Sapienza University of Rome
Prof. Elvin Isufi, Delft University of Technology
Prof. Geert Leus, Delft University of Technology
Dr. Mattia Merluzzi, CEA Leti
Dr. Marco Omilipo, Elettronica s.p.a.
Prof. Massimo Panella, Sapienza University of Rome
Prof. Petar Popovski, Aalborg university
Prof. Stefania Sardellitti, Università Mercatorum
Prof. Ali H. Sayed, EPFL
Prof. Gaetano Scarano, Sapienza University of Rome
Prof. Simone Scardapane, Sapienza University of Rome
Prof. Gesualdo Scutari, Purdue University
Prof. Mikhail Tsitsvero, Hokkaido University
Prof. Mihaela van der Schaar, University of California Los Angeles