activity
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

collaborators
Showing 2023Show all

18 papers · 1 filter

cs.NI2023★ 105 cited

Empowering the 6G Cellular Architecture with Open RAN

Michele Polese, Mischa Dohler, Falko Dressler +4

Innovation and standardization in 5G have brought advancements to every facet of the cellular architecture. This ranges from the introduction of new frequency bands and signaling t…

cs.NI2023★ 1 cited

5G-CT: Automated Deployment and Over-the-Air Testing of End-to-End Open Radio Access Networks

Leonardo Bonati, Michele Polese, Salvatore D'Oro +2

Deploying and testing cellular networks is a complex task due to the multitude of components involved -- from the core to the Radio Access Network (RAN) and User Equipment (UE) --…

cs.NI2023

EXPLORA: AI/ML EXPLainability for the Open RAN

Claudio Fiandrino, Leonardo Bonati, Salvatore D'Oro +3

The Open Radio Access Network (RAN) paradigm is transforming cellular networks into a system of disaggregated, virtualized, and software-based components. These self-optimize the n…

cs.NI2023★ 1 cited

Demo: Intelligent Radar Detection in CBRS Band in the Colosseum Wireless Network Emulator

Davide Villa, Daniel Uvaydov, Leonardo Bonati +3

The ever-growing number of wireless communication devices and technologies demands spectrum-sharing techniques. Effective coexistence management is crucial to avoid harmful interfe…

cs.NI2023★ 1 cited

An Open, Programmable, Multi-vendor 5G O-RAN Testbed with NVIDIA ARC and OpenAirInterface

Davide Villa, Imran Khan, Florian Kaltenberger +9

The transition of fifth generation (5G) cellular systems to softwarized, programmable, and intelligent networks depends on successfully enabling public and private 5G deployments t…

cs.NI2023

An Open RAN Framework for the Dynamic Control of 5G Service Level Agreements

Eugenio Moro, Michele Polese, Antonio Capone +1

The heterogeneity of use cases that next-generation wireless systems need to support calls for flexible and programmable networks that can autonomously adapt to the application req…

cs.NI2023★ 1 cited

A Comparative Analysis of Deep Reinforcement Learning-based xApps in O-RAN

Maria Tsampazi, Salvatore D'Oro, Michele Polese +4

The highly heterogeneous ecosystem of Next Generation (NextG) wireless communication systems calls for novel networking paradigms where functionalities and operations can be dynami…

cs.NI2023

Joint Routing and Energy Optimization for Integrated Access and Backhaul with Open RAN

Gabriele Gemmi, Maxime Elkael, Michele Polese +3

Energy consumption represents a major part of the operating expenses of mobile network operators. With the densification foreseen with 5G and beyond, energy optimization has become…

eess.SP2023★ 12 cited

Modeling Interference for the Coexistence of 6G Networks and Passive Sensing Systems

Paolo Testolina, Michele Polese, Josep M. Jornet +2

Future wireless networks and sensing systems will benefit from access to large chunks of spectrum above 100 GHz, to achieve terabit-per-second data rates in 6th Generation (6G) cel…

cs.NI2023★ 8 cited

Twinning Commercial Radio Waveforms in the Colosseum Wireless Network Emulator

Davide Villa, Daniel Uvaydov, Leonardo Bonati +3

Because of the ever-growing amount of wireless consumers, spectrum-sharing techniques have been increasingly common in the wireless ecosystem, with the main goal of avoiding harmfu…

cs.NI2023★ 40 cited

ns-O-RAN: Simulating O-RAN 5G Systems in ns-3

Andrea Lacava, Matteo Bordin, Michele Polese +4

O-RAN is radically shifting how cellular networks are designed, deployed and optimized through network programmability, disaggregation, and virtualization. Specifically, RAN Intell…

cs.NI2023

Toward Open Integrated Access and Backhaul with O-RAN

Eugenio Moro, Gabriele Gemmi, Michele Polese +3

Millimeter wave (mmWave) communications has been recently standardized for use in the fifth generation (5G) of cellular networks, fulfilling the promise of multi-gigabit mobile thr…

cs.CR2023★ 2 cited

Implementing and Evaluating Security in O-RAN: Interfaces, Intelligence, and Platforms

Joshua Groen, Salvatore DOro, Utku Demir +4

The Open Radio Access Network (RAN) is a networking paradigm that builds on top of cloud-based, multi-vendor, open and intelligent architectures to shape the next generation of cel…

cs.CR2023★ 2 cited

SignCRF: Scalable Channel-agnostic Data-driven Radio Authentication System

Amani Al-shawabka, Philip Pietraski, Sudhir B Pattar +2

Radio Frequency Fingerprinting through Deep Learning (RFFDL) is a data-driven IoT authentication technique that leverages the unique hardware-level manufacturing imperfections asso…

cs.NI2023★ 3 cited

Colosseum as a Digital Twin: Bridging Real-World Experimentation and Wireless Network Emulation

Davide Villa, Miead Tehrani-Moayyed, Clifton Paul Robinson +4

Wireless network emulators are being increasingly used for developing and evaluating new solutions for Next Generation (NextG) wireless networks. However, the reliability of the so…

cs.NI2023

ESWORD: Implementation of Wireless Jamming Attacks in a Real-World Emulated Network

Clifton Paul Robinson, Leonardo Bonati, Tara Van Nieuwstadt +6

Wireless jamming attacks have plagued wireless communication systems and will continue to do so going forward with technological advances. These attacks fall under the category of…

cs.NI2023★ 2 cited

Narrowband Interference Detection via Deep Learning

Clifton Paul Robinson, Daniel Uvaydov, Salvatore D'Oro +1

Due to the increased usage of spectrum caused by the exponential growth of wireless devices, detecting and avoiding interference has become an increasingly relevant problem to ensu…

cs.NI2023★ 32 cited

NeutRAN: An Open RAN Neutral Host Architecture for Zero-Touch RAN and Spectrum Sharing

Leonardo Bonati, Michele Polese, Salvatore D'Oro +2

Obtaining access to exclusive spectrum, cell sites, Radio Access Network (RAN) equipment, and edge infrastructure imposes major capital expenses to mobile network operators. A neut…