Search Results for author: Fabio Saggese

Found 4 papers, 2 papers with code

Coexistence of Pull and Push Communication in Wireless Access for IoT Devices

no code implementations11 Apr 2024 Sara Cavallero, Fabio Saggese, Junya Shiraishi, Shashi Raj Pandey, Chiara Buratti, Petar Popovski

We consider a setup with Internet of Things (IoT), where a base station (BS) collects data from nodes that use two different communication modes.

Control Aspects for Using RIS in Latency-Constrained Mobile Edge Computing

1 code implementation19 Dec 2023 Fabio Saggese, Victor Croisfelt, Francesca Costanzo, Junya Shiraishi, Radosław Kotaba, Paolo Di Lorenzo, Petar Popovski

This paper investigates the role and the impact of control operations for dynamic mobile edge computing (MEC) empowered by Reconfigurable Intelligent Surfaces (RISs), in which multiple devices offload their computation tasks to an access point (AP) equipped with an edge server (ES), with the help of the RIS.

Edge-computing

Deep Reinforcement Learning for URLLC data management on top of scheduled eMBB traffic

1 code implementation2 Mar 2021 Fabio Saggese, Luca Pasqualini, Marco Moretti, Andrea Abrardo

Assuming that each eMBB codeword can tolerate a certain limited amount of puncturing beyond which is in outage, we show that the policy devised by the DRL agent never violates the latency requirement of URLLC traffic and, at the same time, manages to keep the number of eMBB codewords in outage at minimum levels, when compared to other state-of-the-art schemes.

Management reinforcement-learning +1

WMMSE resource allocation for NOMA-FD

no code implementations16 May 2019 Andrea Abrardo, Marco Moretti, Fabio Saggese

Power and channel allocation in interference-limited systems is a key enabler for beyond 5G (B5G) technologies, such as multi-carrier full duplex non-orthogonal multiple access (FD-NOMA).

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