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20132024
most citedMachine Learning for Wireless Communications in the Internet of Things: A Comprehensive Survey

301 citations · 1.9k across the 75 of their papers we have counts for

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Showing 2021Show all

8 papers · 1 filter

cs.NI2021★ 12 cited

What is A Wireless UAV? A Design Blueprint for 6G Flying Wireless Nodes

John Buczek, Lorenzo Bertizzolo, Stefano Basagni +1

Wireless Unmanned Aerial Vehicles (UAVs) were introduced in the world of 4th generation networks (4G) as cellular users, and have attracted the interest of the wireless community e…

cs.NI2021★ 46 cited

Coexistence and Spectrum Sharing Above 100 GHz

Michele Polese, Xavier Cantos-Roman, Arjun Singh +4

[...] This paper explores how spectrum policy and spectrum technologies can evolve to enable sharing among different stakeholders in the above 100 GHz spectrum, without introducing…

cs.NI2021

Colosseum: Large-Scale Wireless Experimentation Through Hardware-in-the-Loop Network Emulation

Leonardo Bonati, Pedram Johari, Michele Polese +16

Colosseum is an open-access and publicly-available large-scale wireless testbed for experimental research via virtualized and softwarized waveforms and protocol stacks on a fully p…

cs.NI2021

WNOS: Enabling Principled Software-Defined Wireless Networking

Zhangyu Guan, Lorenzo Bertizzolo, Emrecan Demirors +1

This article investigates the basic design principles for a new Wireless Network Operating System (WNOS), a radically different approach to software-defined networking (SDN) for in…

cs.NI2021

Can You Fix My Neural Network? Real-Time Adaptive Waveform Synthesis for Resilient Wireless Signal Classification

Salvatore D'Oro, Francesco Restuccia, Tommaso Melodia

Thanks to its capability of classifying complex phenomena without explicit modeling, deep learning (DL) has been demonstrated to be a key enabler of Wireless Signal Classification…

cs.NI2021★ 11 cited

SteaLTE: Private 5G Cellular Connectivity as a Service with Full-stack Wireless Steganography

Leonardo Bonati, Salvatore D'Oro, Francesco Restuccia +2

Fifth-generation (5G) systems will extensively employ radio access network (RAN) softwarization. This key innovation enables the instantiation of "virtual cellular networks" runnin…

cs.CR2021★ 11 cited

What is a Blockchain? A Definition to Clarify the Role of the Blockchain in the Internet of Things

Lorenzo Ghiro, Francesco Restuccia, Salvatore D'Oro +4

The use of the term blockchain is documented for disparate projects, from cryptocurrencies to applications for the Internet of Things (IoT), and many more. The concept of blockchai…

cs.NI2021★ 6 cited

Streaming from the Air: Enabling Drone-sourced Video Streaming Applications on 5G Open-RAN Architectures

Lorenzo Bertizzolo, Tuyen X. Tran, John Buczek +4

Enabling high data-rate uplink cellular connectivity for drones is a challenging problem, since a flying drone has a higher likelihood of having line-of-sight propagation to base s…