no code implementations • 21 Nov 2023 • Francesco Pase, Marco Giordani, Sara Cavallero, Malte Schellmann, Josef Eichinger, Roberto Verdone, Michele Zorzi
Industrial Internet of Things (IIoT) networks will provide Ultra-Reliable Low-Latency Communication (URLLC) to support critical processes underlying the production chains.
no code implementations • 23 May 2023 • Alberto Rech, Matteo Pagin, Leonardo Badia, Stefano Tomasin, Marco Giordani, Jonathan Gambini, Michele Zorzi
Intelligent reflecting surfaces (IRSs) are being widely investigated as a potential low-cost and energy-efficient alternative to active relays for improving coverage in next-generation cellular networks.
no code implementations • 22 Feb 2023 • Filippo Bragato, Tommaso Lotta, Gianmaria Ventura, Matteo Drago, Federico Mason, Marco Giordani, Michele Zorzi
To ensure safety in teleoperated driving scenarios, communication between vehicles and remote drivers must satisfy strict latency and reliability requirements.
no code implementations • 25 Jan 2023 • Alberto Rech, Matteo Pagin, Stefano Tomasin, Federico Moretto, Leonardo Badia, Marco Giordani, Jonathan Gambini, Michele Zorzi
In the literature, these surfaces are often studied by idealizing their characteristics.
no code implementations • 22 Nov 2022 • Francesco Pase, Marco Giordani, Giampaolo Cuozzo, Sara Cavallero, Joseph Eichinger, Roberto Verdone, Michele Zorzi
This paper addresses the problem of enabling inter-machine Ultra-Reliable Low-Latency Communication (URLLC) in future 6G Industrial Internet of Things (IIoT) networks.
no code implementations • 20 Apr 2022 • Paolo Testolina, Francesco Barbato, Umberto Michieli, Marco Giordani, Pietro Zanuttigh, Michele Zorzi
Accurate scene understanding from multiple sensors mounted on cars is a key requirement for autonomous driving systems.
no code implementations • 10 Mar 2022 • Matteo Drago, Tommaso Zugno, Federico Mason, Marco Giordani, Mate Boban, Michele Zorzi
Artificial intelligence (AI) techniques have emerged as a powerful approach to make wireless networks more efficient and adaptable.
no code implementations • 4 Feb 2022 • Federico Mason, Matteo Drago, Tommaso Zugno, Marco Giordani, Mate Boban, Michele Zorzi
In recent years, autonomous networks have been designed with Predictive Quality of Service (PQoS) in mind, as a means for applications operating in the industrial and/or automotive sectors to predict unanticipated Quality of Service (QoS) changes and react accordingly.
no code implementations • 1 Feb 2022 • Francesco Nardo, Davide Peressoni, Paolo Testolina, Marco Giordani, Andrea Zanella
The worldwide commercialization of fifth generation (5G) wireless networks and the exciting possibilities offered by connected and autonomous vehicles (CAVs) are pushing toward the deployment of heterogeneous sensors for tracking dynamic objects in the automotive environment.
no code implementations • 20 Sep 2021 • Mate Boban, Marco Giordani, Michele Zorzi
Recent advances in software, hardware, computing and control have fueled significant progress in the field of autonomous systems.
no code implementations • 23 Apr 2021 • Valentina Rossi, Paolo Testolina, Marco Giordani, Michele Zorzi
In this paper, we evaluate how using a combination of different sensors affects the detection of the environment in which the vehicles move and operate.
no code implementations • 1 Apr 2021 • Francesco Pase, Marco Giordani, Michele Zorzi
Federated learning (FL) has recently emerged as an attractive decentralized solution for wireless networks to collaboratively train a shared model while keeping data localized.
no code implementations • 5 Mar 2021 • Andrea Varischio, Francesco Mandruzzato, Marcello Bullo, Marco Giordani, Paolo Testolina, Michele Zorzi
In a fully autonomous driving framework, where vehicles operate without human intervention, information sharing plays a fundamental role.
Autonomous Driving Quantization Networking and Internet Architecture
2 code implementations • 14 Jul 2020 • Mattia Lecci, Paolo Testolina, Michele Polese, Marco Giordani, Michele Zorzi
The millimeter wave (mmWave) band will provide multi-gigabits-per-second connectivity in the radio access of future wireless systems.
1 code implementation • 24 Feb 2020 • Matteo Drago, Tommaso Zugno, Michele Polese, Marco Giordani, Michele Zorzi
Vehicle-to-vehicle (V2V) communications have opened the way towards cooperative automated driving as a means to guarantee improved road safety and traffic efficiency.
Networking and Internet Architecture