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Category: Journal

Deep Learning at the Physical Layer: System Challenges and Applications to 5G and Beyond

F. Restuccia and T. Melodia

IEEE Communications Magazine

The Implantable Internet of Medical Things: Toward Lifelong Remote Monitoring and Treatment of Chronic Diseases

R. Guida, N. Dave, F. Restuccia, E. Demirors, and T. Melodia

ACM GetMobile

Toward Operator-to-Waveform 5G Radio Access Network Slicing

S. D’Oro, F. Restuccia, and T. Melodia

IEEE Communications Magazine

No Radio Left Behind: Radio Fingerprinting Through Deep Learning of Physical-Layer Hardware Impairments

K. Sankhe, M. Belgiovine, F. Zhou, L. Angioloni, F. Restuccia, S. D’Oro, T. Melodia, S. Ioannidis, and K. Chowdhury

IEEE Transactions on Cognitive Communications and Networking

Machine Learning for Wireless Communications in the Internet of Things: A Comprehensive Survey

J. Jagannath, N. Polosky, A. Jagannath, F. Restuccia, and T. Melodia

Ad Hoc Networks

IncentMe: Effective Mechanism Design to Stimulate Crowdsensing Participants with Uncertain Mobility

F. Restuccia, P. Ferraro, S. Silvestri, S. K. Das, and G. Lo Re

IEEE Transactions on Mobile Computing

Taming Cross-Layer Attacks in Wireless Networks: A Bayesian Learning Approach

L. Zhang, F. Restuccia, T. Melodia, and S. Pudlewski

IEEE Transactions on Mobile Computing

FIRST: A Framework for Optimizing Information Quality in Mobile Crowdsensing Systems

F. Restuccia, P. Ferraro, S. Silvestri, T. S. Sanders, S. K. Das, and G. Lo Re

ACM Transactions on Sensor Networks

Securing the Internet of Things in the Age of Machine Learning and Software-Defined Networking

F. Restuccia, S. D’Oro, and T. Melodia

IEEE Internet of Things Journal

Low-Complexity Distributed Radio Access Network Slicing: Algorithms and Experimental Results

S. D’Oro, F. Restuccia, T. Melodia, and S. Palazzo

IEEE/ACM Transactions on Networking

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