Francesco Restuccia

Assistant Professor,  Electrical and Computer Engineering

Contact

Office

  • 617.373.3655

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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

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
Francesco Restuccia

Faculty

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.”

Kaushik Chowdhury, Tommaso Melodia, and Francesco Restuccia

Faculty

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.

Faculty

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.

restuccia accepting the award

Staff

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.

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