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Artificial Intelligence Satellite Telecommunication Testbed using Commercial Off-The-Shelf Chipsets
GARCES SOCARRAS, Luis Manuel; NIK, Amirhossein; ORTIZ GOMEZ, Flor de Guadalupe et al.
2024The First Joint European Space Agency / IAA Conference on AI in and for Space (ESA SPAICE 2024)
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Keywords :
AISTT; ML; AI; SPAICE; COTS; Flexible payload; Adaptative beamforming
Abstract :
[en] The Artificial Intelligence Satellite Telecommunications Testbed (AISTT), part of the ESA project SPAICE, is focused on the transformation of the satellite payload by using artificial intelligence (AI) and machine learning (ML) methodologies over available commercial off-the-shelf (COTS) AI chips for on-board processing. The objectives include validating artificial intelligence-driven SATCOM scenarios such as interference detection, spectrum sharing, radio resource management, decoding, and beamforming. The study highlights hardware selection and payload architecture. Preliminary results show that ML models significantly improve signal quality, spectral efficiency, and throughput compared to conventional payload. Moreover, the testbed aims to evaluate the performance and application of AI-capable COTS chips in onboard SATCOM contexts.
Research center :
Interdisciplinary Centre for Security, Reliability and Trust (SnT) > SIGCOM - Signal Processing & Communications
Disciplines :
Electrical & electronics engineering
Author, co-author :
GARCES SOCARRAS, Luis Manuel  ;  University of Luxembourg > Interdisciplinary Centre for Security, Reliability and Trust (SNT) > SigCom
NIK, Amirhossein ;  University of Luxembourg > Interdisciplinary Centre for Security, Reliability and Trust (SNT) > SigCom
ORTIZ GOMEZ, Flor de Guadalupe  ;  University of Luxembourg > Interdisciplinary Centre for Security, Reliability and Trust (SNT) > SigCom
VASQUEZ-PERALVO, Juan Andres ;  University of Luxembourg > Interdisciplinary Centre for Security, Reliability and Trust (SNT) > SigCom
GONZALEZ RIOS, Jorge Luis  ;  University of Luxembourg > Interdisciplinary Centre for Security, Reliability and Trust (SNT) > SigCom
CHEHAITLY, Mouhamad  ;  University of Luxembourg > Interdisciplinary Centre for Security, Reliability and Trust (SNT) > SigCom
OLIVEIRA KUHFUSS DE MENDONÇA, Marcele  ;  University of Luxembourg > Interdisciplinary Centre for Security, Reliability and Trust (SNT) > SigCom
LAGUNAS, Eva  ;  University of Luxembourg > Interdisciplinary Centre for Security, Reliability and Trust (SNT) > SigCom
THOEMEL, Jan  ;  University of Luxembourg
KUMAR, Sumit ;  University of Luxembourg > Interdisciplinary Centre for Security, Reliability and Trust > SigCom > Team Symeon CHATZINOTAS
SINGH, Vishal ;  University of Luxembourg > Interdisciplinary Centre for Security, Reliability and Trust (SNT) > SigCom
MERLANO DUNCAN, Juan Carlos ;  University of Luxembourg > Interdisciplinary Centre for Security, Reliability and Trust (SNT) > SigCom
MALMIR, Sahar ;  University of Luxembourg > Interdisciplinary Centre for Security, Reliability and Trust (SNT) > SigCom
VARADARAJULU, Swetha  ;  University of Luxembourg > Interdisciplinary Centre for Security, Reliability and Trust (SNT) > SigCom
QUEROL, Jorge  ;  University of Luxembourg > Interdisciplinary Centre for Security, Reliability and Trust (SNT) > SigCom
CHATZINOTAS, Symeon  ;  University of Luxembourg > Interdisciplinary Centre for Security, Reliability and Trust (SNT) > SigCom
More authors (6 more) Less
External co-authors :
no
Language :
English
Title :
Artificial Intelligence Satellite Telecommunication Testbed using Commercial Off-The-Shelf Chipsets
Original title :
[en] Artificial Intelligence Satellite Telecommunication Testbed using Commercial Off-The-Shelf Chipsets
Publication date :
18 September 2024
Event name :
The First Joint European Space Agency / IAA Conference on AI in and for Space (ESA SPAICE 2024)
Event organizer :
European Space Agency
Event place :
Oxfordshire, United Kingdom
Event date :
From 17 to 19 September 2024
Event number :
1st
Audience :
International
Peer reviewed :
Peer reviewed
Focus Area :
Security, Reliability and Trust
Development Goals :
9. Industry, innovation and infrastructure
Name of the research project :
U-AGR-8064 - ESA-SPAICE - CHATZINOTAS Symeon
Available on ORBilu :
since 30 September 2024

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