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

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64 papers · 1 filter

cs.NI2024★ 9 cited

Design and Performance Evaluation of SEANet, a Software-defined Networking Platform for the Internet of Underwater Things

Deniz Unal, Sara Falleni, Kerem Enhos +3

This paper presents the design and performance evaluation of the SEANet platform, a software-defined acoustic modem designed for enhancing underwater networking and Internet of Und…

cs.NI2024★ 1 cited

Sharing Spectrum and Services in the 7-24 GHz Upper Midband

Paolo Testolina, Michele Polese, Tommaso Melodia

The upper midband, spanning 7 to 24 GHz, strikes a good balance between large bandwidths and favorable propagation environments for future 6th Generation (6G) networks. Wireless ne…

cs.NI2024

Stitching the Spectrum: Semantic Spectrum Segmentation with Wideband Signal Stitching

Daniel Uvaydov, Milin Zhang, Clifton Paul Robinson +3

Spectrum has become an extremely scarce and congested resource. As a consequence, spectrum sensing enables the coexistence of different wireless technologies in shared spectrum ban…

cs.NI2024

ScalO-RAN: Energy-aware Network Intelligence Scaling in Open RAN

Stefano Maxenti, Salvatore D'Oro, Leonardo Bonati +3

Network virtualization, software-defined infrastructure, and orchestration are pivotal elements in contemporary networks, yielding new vectors for optimization and novel capabiliti…

cs.NI2024

DeepSweep: Parallel and Scalable Spectrum Sensing via Convolutional Neural Networks

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

Spectrum sensing is an essential component of modern wireless networks as it offers a tool to characterize spectrum usage and better utilize it. Deep Learning (DL) has become one o…

cs.NI2024★ 30 cited

DRL-based Latency-Aware Network Slicing in O-RAN with Time-Varying SLAs

Raoul Raftopoulos, Salvatore D'Oro, Tommaso Melodia +1

The Open Radio Access Network (Open RAN) paradigm, and its reference architecture proposed by the O-RAN Alliance, is paving the way toward open, interoperable, observable and truly…

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…

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.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…

cs.NI2022★ 6 cited

Programmable and Customized Intelligence for Traffic Steering in 5G Networks Using Open RAN Architectures

Andrea Lacava, Michele Polese, Rajarajan Sivaraj +6

5G and beyond mobile networks will support heterogeneous use cases at an unprecedented scale, thus demanding automated control and optimization of network functionalities customize…

cs.NI2022★ 5 cited

Intelligent Closed-loop RAN Control with xApps in OpenRAN Gym

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

Softwarization, programmable network control and the use of all-encompassing controllers acting at different timescales are heralded as the key drivers for the evolution to next-ge…

cs.NI2022★ 10 cited

CaST: A Toolchain for Creating and Characterizing Realistic Wireless Network Emulation Scenarios

Davide Villa, Miead Tehrani-Moayyed, Pedram Johari +2

Large-scale wireless testbeds are being increasingly used in developing and evaluating new solutions for next generation wireless networks. Among others, high-fidelity FPGA-based e…