Related News for Francesco Restuccia
Advanced Methods in Enforcing Network Slicing Policies
ECE Assistant Research Professor Salvatore D’oro, Assistant Professor Francesco Restuccia, and Professor Tommaso Melodia were awarded a patent for “Methods for the enforcement of network slicing policies in virtualized cellular networks.”
Transforming Wireless Communication with Deep Learning
ECE William Lincoln Smith Professor Tommaso Melodia and Assistant Professor Francesco Restuccia were awarded a patent for “Deep learning-based polymorphic platform.”
Northeastern Among Top 100 Universities for Utility Patents
Northeastern University, recognized for its excellence in innovation and entrepreneurship, has once again been named one of the top 100 universities worldwide for securing utility patents by the National Academy of Inventors.
2023 Stanford University Annual Assessment of Author Citations
The following COE professors are among the top scientists worldwide selected by Stanford University representing the top 2% of the most-cited scientists with single-year impact in various disciplines. The selection is based on the top 100,000 by c-score (with and without self-citations) or a percentile rank of 2% or above. The list below includes those […]
Protecting Wireless Systems from Adversarial Attacks
ECE William Lincoln Smith Professor Tommaso Melodia, Assistant Professor Francesco Restuccia, and Assistant Research Professor Salvatore D’oro were awarded a patent for “Neural Network for Adversarial Deep Learning in Wireless Systems.”
Designing New Chips for AI-Enabled Spectrum Perception
ECE Assistant Professor Francesco Restuccia; in collaboration with Arjuna Madanayake from Florida International University, Vishal Saxena from the University of Delaware, and Jia Di from the University of Arkansas; was awarded a $2M NSF grant for “FuSe: Deep Learning and Signal Processing using Silicon Photonics and Digital CMOS Circuits for Ultra-Wideband Spectrum Perception.”
Developing Secure Next-Generation Cellular Networks
ECE Assistant Professor Francesco Restuccia, William Lincoln Smith Professor Tommaso Melodia, and Khoury Associate Professor Alina Oprea were awarded a $900,000 NSF grant for “Resilient-by-Design Data-Driven NextG Open Radio Access Networks.”
Improving Wireless IoT Signals Across Communication Channels
ECE Research Assistant Professor Salvatore D’Oro, William Lincoln Smith Professor Tommaso Melodia, and Assistant Professor Francesco Restuccia were awarded a patent for “Device and method for reliable classification of wireless signals.”
Integrating Deep Learning Algorithms to Enable Real-Time Spectrum-Driven Decision-Making
ECE Assistant Professor Francesco Restuccia and William L. Smith Professor Tommaso Melodia were awarded a patent for “Real-time cognitive wireless networking through deep learning in transmission and reception communication paths.”
Beam Management in mmWave Networks Using Deep Waveform Learning
ECE Principal Research Scientist Michele Polese, Assistant Professor Francesco Restuccia, and Professor Tommaso Melodia were awarded a patent for “Coordination-free mmWave beam management with deep waveform learning.”
Transmitting and Receiving Underwater Ultrasonic Signals
ECE Assistant Professor Francesco Restuccia, Research Assistant Professor Emrecan Demirors, and Professor Tommaso Melodia were awarded a patent for “Underwater ultrasonic communication system and method.”
Restuccia Receives AFOSR Young Investigator Award to Advance Future Data Driven Wireless Systems
Francesco Restuccia, assistant professor of electrical and computer engineering (ECE) and member of the Institute for the Wireless Internet of Things and the Roux Institute, has been awarded an Air Force Office of Scientific Research (AFOSR) Young Investigator Program (YIP) Award to establish the theoretical foundations of next-generation dynamic data driven wireless systems.
2022 Stanford University Annual Assessment of Author Citations
The following COE professors are among the top scientists worldwide selected by Stanford University representing the top 2 percent of the most-cited scientists with single-year impact in various disciplines. The selection is based on the top 100,000 by c-score (with and without self-citations) or a percentile rank of 2% or above. The list below includes […]
Restuccia Receives ONR YIP Award for 6G Spectrum Dominance
ECE Assistant Professor Francesco Restuccia was awarded an Office of Naval Research Young Investigator Program Award for “Polymorphic Wireless Computing for Ultra-Wideband 6G Spectrum Dominance.” The project will lay the foundations of a new paradigm named polymorphic wireless computing for 6G wireless systems.
Northeastern in Top 100 Universities with U.S. Utility Patents
For the seventh consecutive year, Northeastern University has appeared in the National Academy of Inventors (NAI) list of Top 100 Universities that were granted U.S. utility patents in 2021, cementing it as a world leader in academia and research.
Designing the Next Generation of AI-Driven Dynamic Spectrum Access Systems
ECE Assistant Professor Francesco Restuccia, in collaboration with Embry-Riddle Aeronautical University (lead) and Florida International University, was awarded a $750K NSF grant for “SWIFT: AI-based Sensing for Improved Resiliency via Spectral Adaptation with Lifelong Learning.” The project will demonstrate a system for spectral situational awareness through radio frequency machine learning.
Rethinking Radio Frequency Integrated Circuits Optimization for the Internet of Things
ECE Assistant Professor Francesco Restuccia and Associate Professor Marvin Onabajo were awarded a $600K NSF grant for “Self-Adaptive Interference-Avoiding Wireless Receiver Hardware through Real-Time Learning-Based Automatic Optimization of Power-Efficient Integrated Circuits.”
IEEE WoWMoM 2022 Best Paper Award
ECE postdoc Niloofar Bahadori, Jonathan Ashdown, and Assitant Professor Francesco Restuccia received the IEEE WoWMoM 2022 Best Paper Award for “ReWiS: Reliable Wi-Fi Sensing Through Few-Shot Multi-Antenna Multi-Receiver CSI Learning”.
Making 6G Possible: Time Sharing Demonstrated for the First Time in the Terahertz Band
The Institute for the Wireless Internet of Things has developed methods to move beyond the 5G frequencies into the higher terahertz bandwidths needed for 6G.
Nature Communications Engineering Paper on Dynamic Spectrum Sharing Above 100 GHz
ECE researchers had their research on “Dynamic Spectrum Sharing between Active and Passive Users Above 100 GHz” published in the first issue of Nature Communications Engineering journal.
Creating a Wireless Virtual Network Testbed for Adaptive Resource Management
ECE Assistant Professor Francesco Restuccia was awarded a $500K NSF grant for creating “A Software-Defined Edge Infrastructure Testbed for Full-stack Data-Driven Wireless Network Applications.” Researchers will build a wireless virtual network testbed at Saint Louis University, in collaboration with Northeastern University, to evaluate network management solutions that integrate the use of machine learning and artificial intelligence with programmable radios and programmable network switches.
WIoT Faculty Win INFOCOM Best Paper Award
ECE Assistant Professor Francesco Restuccia and William L. Smith Professor Tommaso Melodia received the best paper award at the 2022 IEEE International Conference on Computer Communications (IEEE INFOCOM), for their work “ChARM: NextG Spectrum Sharing Through Data-Driven Real-Time O-RAN Dynamic Control”.
$1 Million NSF Award as Part of Resilient and Intelligent Next-Generation Systems Program for Spectrum-Agile IoT Networks
ECE Associate Professor Marvin Onabajo, Professor Yunsi Fei, Assistant Professor Aatmesh Shrivastava, and Assistant Professor Francesco Restuccia were awarded a $1M NSF grant for “RINGS: Internet of Things Resilience through Spectrum-Agile Circuits, Learning-Based Communications and Thermal Hardware Security.”
COE Professors Selected in Stanford University List of Top 2% Scientists Worldwide
The following COE professors are among the top scientists worldwide selected by Stanford University representing the top 2 percent of the most-cited scientists with single-year impact in various disciplines. The selection is based on the top 100,000 by c-score (with and without self-citations) or a percentile rank of 2% or above. The list below includes […]
Using Radio Fingerprinting as an Efficient Authentication Mechanism
William Lincoln Smith Professor Tommaso Melodia, ECE Assistant Professor Francesco Restuccia, and Research Assistant Professor Salvatore D’Oro were awarded a patent for “Real-time channel-resilient optimization of radio fingerprinting.”
Institute of Wireless Internet of Things Part of IARPA Contract
The Institute for the Wireless Internet of Things is participating in an Intelligence Advanced Research Projects Activity (IARPA) contract led by AiRANACULUS®, a Massachusetts-based technology company. The IARPA program is focused on identifying unexpected radio frequency (RF) transmissions to detect attempted data breaches. ECE Professors Kaushik Chowdhury (lead), Tommaso Melodia, and Francesco Restuccia, will work on designing machine learning techniques and support experimental testing for signal analysis and classification.
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.”
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.
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 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.