Article, 2024

On-Board Federated Learning for Satellite Clusters With Inter-Satellite Links

IEEE TRANSACTIONS ON COMMUNICATIONS, ISSN 0090-6778, Volume 72, 6, Pages 3408-3424, 10.1109/TCOMM.2024.3356429

Contributors

Razmi, Nasrin 0000-0002-1829-8138 (Corresponding author) [1] Matthiesen, Bho 0000-0002-4582-3938 [1] Dekorsy, Armin 0000-0002-5790-1470 [1] Nguyen, Lam 0000-0003-0161-3055 [1] [2]

Affiliations

  1. [1] Univ Bremen, Dept Commun Engn, D-28359 Bremen, Germany
    2. [NORA names: Germany; Europe, EU; OECD];
  2. [2] Aalborg Univ, Dept Elect Syst, DK-9100 Aalborg, Denmark
    3. [NORA names: AAU Aalborg University; University; Denmark; Europe, EU; Nordic; OECD]

Abstract

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Keywords

Computational modeling, Convergence, Federated learning, Low Earth orbit, Low earth orbit satellites, Routing, Satellite constellations, Satellites, federated learning, intra-orbit inter-satellite links, mega-constellations, sparsification

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