124 citations · 164 across the 20 of their papers we have counts for
3 papers · 1 filter
Orbit-Aware Split Learning: Optimizing LEO Satellite Networks for Distributed Online Learning
Marc Martinez-Gost, Ana Pérez-Neira
This paper proposes a novel split learning architecture designed to exploit the cyclical movement of Low Earth Orbit (LEO) satellites in non-terrestrial networks (NTNs). Although e…
Semantic and goal-oriented edge computing for satellite Earth Observation
Beatriz Soret, Israel Leyva-Mayorga, Antonio M. Mercado-Martínez +6
The integration of Semantic Communications (SemCom) and edge computing in space networks enables the optimal allocation of the scarce energy, computing, and communication resources…
Satellite edge computing for real-time and very-high resolution Earth observation
Israel Leyva-Mayorga, Marc M. Gost, Marco Moretti +4
In real-time and high-resolution Earth observation imagery, Low Earth Orbit (LEO) satellites capture images that are subsequently transmitted to ground to create an updated map of…