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Mechanism for Real-Time Spectrum-Driven Embedded Wireless Networking Through Deep Learning in the RF Loop

Published: 3/11/2021 | Inventor(s): Tommaso Melodia
Keywords(s):
Category(s): -Networks, 3. Computer Science > IoT, 3. Computer Science > Network communications
Method for Spectrum Sharing by Cellular and WiFi Networks Based on Cognitive Beamforming

Published: 2/26/2021 | Inventor(s): Tommaso Melodia
Keywords(s): 5g NR, Spectral Efficiency, Spectrum Sharing, Unlicensed Spectrum Band, Wi-Fi
Category(s): -Communications, -Networks, 3. Computer Science > Network communications
Intelligence and Learning in O-RAN for 5G and 6G Cellular Networks

Published: 2/9/2021 | Inventor(s): Tommaso Melodia, Leonardo Bonati, Salvatore D'Oro, Michele Polese
Keywords(s): 5G and beyond, Automatic optimization, Deep Reinforcement Learning, O-RAN, Software-defined Networks
Category(s): 3. Computer Science, -Communications, -Networks
Mechanisms for the Enforcement of Network Slicing Policies in Virtualized Cellular Networks

Published: 11/24/2020 | Inventor(s): Salvatore D'Oro, Francesco Restuccia, Tommaso Melodia
Keywords(s): 5G Networks, Communications, Network Slicing
Category(s): 3. Computer Science > Network communications, -Networks
WNOS: An Optimization-based Wireless Network Operating System

Published: 11/6/2020 | Inventor(s): Tommaso Melodia, Zhangyu Guan
Keywords(s):
Category(s): -Networks
CellOS: A Network Operating System for Softwarized and Self-Optimizing Cellular Networks

Published: 11/6/2020 | Inventor(s): Tommaso Melodia, Leonardo Bonati, Salvatore D'Oro
Keywords(s): 5G Networks, Automatic Decomposition, Cellular Networks, Distributed Optimization, Next-generation Mobile Networks, Software-defined Networks
Category(s): -Communications
DeepBeam: Coordination-Free mmWave Beam Management With Deep Waveform Learning

Published: 10/20/2020 | Inventor(s): Michele Polese, Francesco Restuccia, Tommaso Melodia
Keywords(s): 5G Networks, 5g NR, Artificial intelligence, Beam, Beam Management, Communications, Deep learning, Machine Learning, Millimeter Wave Spectrum, Mobile devices, Next-generation Mobile Networks, Phased-Array
Category(s): -Networks
Hardware and Software for Underwater Networking with Amphibious Smartphones

Published: 10/9/2020 | Inventor(s): Francesco Restuccia, Emrecan Demirors, Tommaso Melodia
Keywords(s):
Category(s): -Communications
A unified framework for multi-access edge computing (MEC) network slicing in 5G networks

Published: 10/5/2020 | Inventor(s): Salvatore D'Oro, Tommaso Melodia, Francesco Restuccia, Leonardo Bonati
Keywords(s): 5G Networks, Cellular Networks, Edge Computing, Network Slicing
Category(s): -Networks, -Communications
CU-LTE: An Algorithm to Enable Spectrally-Efficient and Fair Coexistence between LTE and Wi-Fi in Unlicensed Bands

Published: 9/28/2020 | Inventor(s): Tommaso Melodia, Zhangyu Guan
Keywords(s):
Category(s): 3. Computer Science > Software, 3. Computer Science > Network communications

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