Search Results for author: Beatriz Soret

Found 9 papers, 1 papers with code

Multi-Agent Deep Reinforcement Learning for Distributed Satellite Routing

no code implementations27 Feb 2024 Federico Lozano-Cuadra, Beatriz Soret

This paper introduces a Multi-Agent Deep Reinforcement Learning (MA-DRL) approach for routing in Low Earth Orbit Satellite Constellations (LSatCs).

Decision Making reinforcement-learning

Generative Network Layer for Communication Systems with Artificial Intelligence

no code implementations8 Dec 2023 Mathias Thorsager, Israel Leyva-Mayorga, Beatriz Soret, Petar Popovski

The traditional role of the network layer is the transfer of packet replicas from source to destination through intermediate network nodes.

Edge Computing and Communication for Energy-Efficient Earth Surveillance with LEO Satellites

no code implementations17 Nov 2021 Marc Martinez-Gost, Israel Leyva-Mayorga, Ana Pérez-Neira, Miguel Ángel Vázquez, Beatriz Soret, Marco Moretti

In this paper, we propose an algorithm that allows the satellites to select between computing the tasks at the edge or at a cloud server and to allocate an adequate power for communication.

Edge-computing Management

Learning, Computing, and Trustworthiness in Intelligent IoT Environments: Performance-Energy Tradeoffs

no code implementations4 Oct 2021 Beatriz Soret, Lam D. Nguyen, Jan Seeger, Arne Bröring, Chaouki Ben Issaid, Sumudu Samarakoon, Anis El Gabli, Vivek Kulkarni, Mehdi Bennis, Petar Popovski

An Intelligent IoT Environment (iIoTe) is comprised of heterogeneous devices that can collaboratively execute semi-autonomous IoT applications, examples of which include highly automated manufacturing cells or autonomously interacting harvesting machines.

Edge-computing Total Energy

Age of Loop for Wireless Networked Control Systems Optimization

no code implementations1 Jun 2021 Pedro M. de Sant Ana, Nikolaj Marchenko, Petar Popovski, Beatriz Soret

Joint design of control and communication in Wireless Networked Control Systems (WNCS) is a promising approach for future wireless industrial applications.

Semantic Communications in Networked Systems: A Data Significance Perspective

no code implementations9 Mar 2021 Elif Uysal, Onur Kaya, Anthony Ephremides, James Gross, Marian Codreanu, Petar Popovski, Mohamad Assaad, Gianluigi Liva, Andrea Munari, Touraj Soleymani, Beatriz Soret, Karl Henrik Johansson

We present our vision for a departure from the established way of architecting and assessing communication networks, by incorporating the semantics of information for communications and control in networked systems.

Decision Making

Inter-Plane Inter-Satellite Connectivity in Dense LEO Constellations

no code implementations16 May 2020 Israel Leyva-Mayorga, Beatriz Soret, Petar Popovski

With numerous ongoing deployments owned by private companies and startups, dense satellite constellations deployed in low Earth orbit (LEO) will play a major role in the near future of wireless communications.

Networking and Internet Architecture

Peak Age of Information Distribution in Tandem Queue Systems

1 code implementation10 Apr 2020 Federico Chiariotti, Olga Vikhrova, Beatriz Soret, Petar Popovski

Age of Information is a critical metric for several Internet of Things (IoT) applications, where sensors keep track of the environment by sending updates that need to be as fresh as possible.

Networking and Internet Architecture 60K25, 68M20 C.2.2; G.3

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