687 citations · 2.9k across the 78 of their papers we have counts for
5 papers · 1 filter
Predictive Quality of Service (PQoS): The Next Frontier for Fully Autonomous Systems
Mate Boban, Marco Giordani, Michele Zorzi
Recent advances in software, hardware, computing and control have fueled significant progress in the field of autonomous systems. Notably, autonomous machines should continuously e…
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…
On the Role of Sensor Fusion for Object Detection in Future Vehicular Networks
Valentina Rossi, Paolo Testolina, Marco Giordani +1
Fully autonomous driving systems require fast detection and recognition of sensitive objects in the environment. In this context, intelligent vehicles should share their sensor dat…
On the Convergence Time of Federated Learning Over Wireless Networks Under Imperfect CSI
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. As…
Hybrid Point Cloud Semantic Compression for Automotive Sensors: A Performance Evaluation
Andrea Varischio, Francesco Mandruzzato, Marcello Bullo +3
In a fully autonomous driving framework, where vehicles operate without human intervention, information sharing plays a fundamental role. In this context, new network solutions hav…