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On the Use of AI for Satellite Communications

By Miguel Ángel Vázquez, Pol Henarejos, Ana I. Pérez-Neira, Elena Grechi, Andreas Voight, Juan Carlos Gil, Irene Pappalardo, Federico Di Credico and Rocco Michele Lancellotti

Abstract

This document presents an initial approach to the investigation and development of artificial intelligence (AI) mechanisms in satellite communication (SatCom) systems. We first introduce the nowadays SatCom operations which are strongly dependent on the human intervention. Along with those use cases, we present an initial way of automatizing some of those tasks and we show the key AI tools capable of dealing with those challenges. Finally, the long term AI developments in the SatCom sector is discussed

Topics: Electrical Engineering and Systems Science - Signal Processing, Computer Science - Machine Learning
Year: 2020
OAI identifier: oai:arXiv.org:2007.10110

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