153 citations · 713 across the 53 of their papers we have counts for
11 papers · 1 filter
No Free Lunch: Balancing Learning and Exploitation at the Network Edge
Federico Mason, Federico Chiariotti, Andrea Zanella
Over the last few years, the DRL paradigm has been widely adopted for 5G and beyond network optimization because of its extreme adaptability to many different scenarios. However, c…
Energy-Efficient Design for RIS-assisted UAVcommunications in beyond-5G Networks
Anay Ajit Deshpande, Cristian J. Vaca-Rubio, Salman Mohebi +6
The usage of Reconfigurable Intelligent Surfaces (RIS) in conjunction with Unmanned Ariel Vehicles (UAVs) is being investigated as a way to provide energy-efficient communication t…
An Open Framework for Analyzing and Modeling XR Network Traffic
Mattia Lecci, Matteo Drago, Andrea Zanella +1
Thanks to recent advancements in the technology, eXtended Reality (XR) applications are gaining a lot of momentum, and they will surely become increasingly popular in the next deca…
Proof of convergence of LoRaWAN model
Davide Magrin, Martina Capuzzo, Andrea Zanella +1
In this document, we prove the convergence of the model proposed in [1], which aims at estimating the LoRaWAN network performance in a single-gateway scenario. First, we provide an…
Optimal Latency-Oriented Scheduling in Parallel Queuing Systems
Andrea Bedin, Federico Chiariotti, Stepan Kucera +1
The evolution of 5G and Beyond networks has enabled new applications with stringent end-to-end latency requirements, but providing reliable low-latency service with high throughput…
A Simulation Framework for Contention-Free Scheduling on WiGig
Matteo Drago, Tommy Azzino, Mattia Lecci +2
The latest IEEE 802.11 amendments provide support to directional communications in the Millimeter Wave spectrum and, thanks to the wide bandwidth available at such frequencies, mak…