Francesco Restuccia
Assistant Professor, Electrical and Computer Engineering
Contact
- f.restuccia@northeastern.edu
- 318 Dana
360 Huntington Avenue
Boston, MA 02115
Office
- 617.373.3655
Related Links
Research Focus
Next-generation wireless communications, artificial intelligence, embedded systems, wireless security
About
My research interests are the design and experimental evaluation of next-generation wireless systems for the Internet of Things (IoT) and 5/6G communications.
My technical expertise includes (i) FPGA-level embedded wireless system design; (ii) machine learning algorithms and frameworks; (iii) wireless communication standards and architectures; (iv) software-defined radio design and development.
I am a member of the Roux Institute and the Institute for the Wireless Internet of Things at Northeastern University.
Honors & Awards
- 2019, Mario Gerla Award for Young Investigators in Computer Science, Italian Scientists and Scholars in North America Foundation
- IEEE Senior Member
Research Overview
Next-generation wireless communications, artificial intelligence, embedded systems, wireless security
Selected Research Projects
- Collaborative Research: NeTS: Small: Reliable Task Offloading in Mobile Autonomous Systems Through Semantic MU-MIMO Control, $415k, lead PI, National Science Foundation (abstract link)
- Collaborative Research: CCRI: New: RFDataFactory: Principled Dataset Generation, Sharing and Maintenance Tools for the Wireless Community, $1.8M, co-PI, National Science Foundation (abstract link)
Research Centers and Institutes
Department Research Areas
Selected Publications
- F. Restuccia, T. Melodia, DeepWiERL: Bringing Deep Reinforcement Learning to the Internet of Self-Adaptive Things, Proceedings of IEEE INFOCOM, 2020
- F. Restuccia, T. Melodia, PolymoRF: Polymorphic Wireless Receivers Through Physical-Layer Deep Learning, Proceedings of ACM MobiHoc, October 2020
- S. D’Oro, L. Bonati, F. Restuccia, M. Polese, M. Zorzi, T. Melodia, Sl-EDGE: Network Slicing at the Edge, Proceedings of ACM MobiHoc, October 2020
- S. D’Oro, F. Restuccia, T. Melodia, Toward Operator-to-Waveform 5G Radio Access Network Slicing, IEEE Communications Magazine, 58(4), 2020
Aug 24, 2021
Using MU-MIMO Controls to Improve Transmission to MAS Edge Servers
ECE Assistant Professor Francesco Restuccia, in collaboration with Marco Levorato from the University of California-Irvine, was awarded a $415K NSF grant for “Reliable Task Offloading in Mobile Autonomous Systems Through Semantic MU-MIMO Control.”
Jul 20, 2021
RFDataFactory: Categorized and Searchable Research Datasets
ECE Professor Kaushik Chowdhury (PI), William Lincoln Smith Chair Professor Tommaso Melodia (co-PI), and Assistant Professor Francesco Restuccia (co-PI) are leading a $1.8M NSF grant, in collaboration with Ashutosh Sabharwal from Rice University, for “RFDataFactory: Principled Dataset Generation, Sharing and Maintenance Tools for the Wireless Community.” RFDataFactory aims to make available categorized datasets suitable for research related to machine learning in 5G and beyond networks, and advance fundamental understanding and design tools for accessing, creating, sharing and storing wireless datasets.
Apr 20, 2021
FY22 TIER 1 Award Recipients
Congratulations to the 17 COE faculty and affiliates who were recipients of FY22 TIER 1 Interdisciplinary Research Seed Grants for 11 different projects.
Nov 22, 2019
Restucci Wins ISSNAF Mario Gerla Award
ECE Associate Research Scientist Francesco Restuccia was selected by the ISSNAF to receive the 2019 Mario Gerla Award for Young Investigators in Computer Science.