26 citations · 124 across the 31 of their papers we have counts for
23 papers · 1 filter
Performance Evaluation of LoRa for IoT Applications in Non-Terrestrial Networks via ns-3
Alessandro Traspadini, Michele Zorzi, Marco Giordani
The integration of Internet of Things (IoT) and Non-Terrestrial Networks (NTNs) has emerged as a key paradigm to provide connectivity for sensors and actuators via satellite gatewa…
PRATA: A Framework to Enable Predictive QoS in Vehicular Networks via Artificial Intelligence
Federico Mason, Tommaso Zugno, Matteo Drago +3
Predictive Quality of Service (PQoS) makes it possible to anticipate QoS changes, e.g., in wireless networks, and trigger appropriate countermeasures to avoid performance degradati…
Multi-Agent Reinforcement Learning Scheduling to Support Low Latency in Teleoperated Driving
Giacomo Avanzi, Marco Giordani, Michele Zorzi
The teleoperated driving (TD) scenario comes with stringent Quality of Service (QoS) communication constraints, especially in terms of end-to-end (E2E) latency and reliability. In…
Statistical Analysis and End-to-End Performance Evaluation of Traffic Models for Automotive Data
Marcello Bullo, Amir Ashtari Gargari, Paolo Testolina +2
Autonomous driving is a major paradigm shift in transportation, with the potential to enhance safety, optimize traffic congestion, and reduce fuel consumption. Although autonomous…
Sensing-Based Beamformed Resource Allocation in Standalone Millimeter-Wave Vehicular Networks
Alessandro Traspadini, Anay Ajit Deshpande, Marco Giordani +3
In 3GPP New Radio (NR) Vehicle-to-Everything (V2X), the new standard for next-generation vehicular networks, vehicles can autonomously select sidelink resources for data transmissi…
Performance Evaluation of Satellite-Based Data Offloading on Starlink Constellations
Alexander Bonora, Alessandro Traspadini, Marco Giordani +1
Vehicular Edge Computing (VEC) is a key research area in autonomous driving. As Intelligent Transportation Systems (ITSs) continue to expand, ground vehicles (GVs) face the challen…
Performance Evaluation of IoT LoRa Networks on Mars Through ns-3 Simulations
Manuele Favero, Alessandro Canova, Marco Giordani +1
In recent years, there has been a significant surge of interest in Mars exploration, driven by the planet's potential for human settlement and its proximity to Earth. In this paper…
Enhanced Time Division Duplexing Slot Allocation and Scheduling in Non-Terrestrial Networks
Alessandro Traspadini, Marco Giordani, Michele Zorzi
The integration of non-terrestrial networks (NTNs) and terrestrial networks (TNs) is fundamental for extending connectivity to rural and underserved areas that lack coverage from t…
Federated Reinforcement Learning to Optimize Teleoperated Driving Networks
Filippo Bragato, Marco Giordani, Michele Zorzi
Several sixth generation (6G) use cases have tight requirements in terms of reliability and latency, in particular teleoperated driving (TD). To address those requirements, Predict…
Monitoring the Venice Lagoon: an IoT Cloud-Based Sensor Nerwork Approach
Filippo Campagnaro, Matin Ghalkhani, Riccardo Tumiati +6
Monitoring the coastal area of the Venice Lagoon is of significant importance. While the impact of global warming is felt worldwide, coastal and littoral regions bear the brunt mor…
Optimizing Energy Efficiency of 5G RedCap Beam Management for Smart Agriculture Applications
Manishika Rawat, Matteo Pagin, Marco Giordani +3
Beam management in 5G NR involves the transmission and reception of control signals such as Synchronization Signal Blocks (SSBs), crucial for tasks like initial access and/or chann…
On the Energy Consumption of UAV Edge Computing in Non-Terrestrial Networks
Alessandro Traspadini, Marco Giordani, Giovanni Giambene +2
During the last few years, the use of Unmanned Aerial Vehicles (UAVs) equipped with sensors and cameras has emerged as a cutting-edge technology to provide services such as surveil…
Minimizing Energy Consumption for 5G NR Beam Management for RedCap Devices
Manishika Rawat, Matteo Pagin, Marco Giordani +3
In 5G New Radio (NR), beam management entails periodic and continuous transmission and reception of control signals in the form of synchronization signal blocks (SSBs), used to per…
SeBaSi system-level Integrated Access and Backhaul simulator for self-backhauling
Amir Ashtari Gargari, Matteo Pagin, Andrea Ortiz +3
millimeter wave (mmWave) and sub-terahertz (THz) communications have the potential of increasing mobile network throughput drastically. However, the challenging propagation conditi…
Implementation of a Channel Model for Non-Terrestrial Networks in ns-3
Mattia Sandri, Matteo Pagin, Marco Giordani +1
While the 5th generation (5G) of mobile networks has landed in the commercial area, the research community is exploring new functionalities for 6th generation (6G) networks, for ex…
A New Scheduler for URLLC in 5G NR IIoT Networks with Spatio-Temporal Traffic Correlations
Sara Cavallero, Nicole Sarcone Grande, Francesco Pase +4
This paper explores the issue of enabling Ultra-Reliable Low-Latency Communications (URLLC) in view of the spatio-temporal correlations that characterize real 5th generation (5G) I…
Towards Decentralized Predictive Quality of Service in Next-Generation Vehicular Networks
Filippo Bragato, Tommaso Lotta, Gianmaria Ventura +4
To ensure safety in teleoperated driving scenarios, communication between vehicles and remote drivers must satisfy strict latency and reliability requirements. In this context, Pre…
Real-Time HAP-Assisted Vehicular Edge Computing for Rural Areas
Alessandro Traspadini, Marco Giordani, Giovanni Giambene +1
Non-Terrestrial Networks (NTNs) are expected to be a key component of 6th generation (6G) networks to support broadband seamless Internet connectivity and expand the coverage even…
On the Performance of Non-Terrestrial Networks to Support the Internet of Things
Dengke Wang, Alessandro Traspadini, Marco Giordani +2
The advent of the Internet of Things (IoT) era, where billions of devices and sensors are becoming more and more connected and ubiquitous, is putting a strain on traditional terres…
An Open Framework to Model Diffraction by Dynamic Blockers in Millimeter Wave Simulations
Paolo Testolina, Mattia Lecci, Alessandro Traspadini +1
The millimeter wave (mmWave) band will be exploited to address the growing demand for high data rates and low latency. The higher frequencies, however, are prone to limitations on…
Temporal Characterization of VR Traffic for Network Slicing Requirement Definition
Federico Chiariotti, Matteo Drago, Paolo Testolina +3
Over the past few years, the concept of VR has attracted increasing interest thanks to its extensive industrial and commercial applications. Currently, the 3D models of the virtual…
Autonomous Driving From the Sky: Design and End-to-End Performance Evaluation
Matteo Bordin, Marco Giordani, Michele Polese +2
For autonomous vehicles to operate without human intervention, information sharing from local sensors plays a fundamental role. This can be challenging to handle with bandwidth-con…
5G NR-Light at Millimeter Waves: Design Guidelines for Mid-Market IoT Use Cases
Matteo Pagin, Tommaso Zugno, Marco Giordani +3
5th generation (5G) systems have been designed with three main objectives in mind: increasing throughput, reducing latency, and enabling reliable communications. To meet these (oft…