[HTML][HTML] Artificial intelligence for trusted autonomous satellite operations

K Thangavel, R Sabatini, A Gardi, K Ranasinghe… - Progress in Aerospace …, 2024 - Elsevier
Abstract Recent advances in Artificial Intelligence (AI) and Cyber-Physical Systems (CPS)
for aerospace applications have brought about new opportunities for the fast-growing …

Autonomous satellite wildfire detection using hyperspectral imagery and neural networks: A case study on australian wildfire

K Thangavel, D Spiller, R Sabatini, S Amici… - Remote Sensing, 2023 - mdpi.com
One of the United Nations (UN) Sustainable Development Goals is climate action (SDG-13),
and wildfire is among the catastrophic events that both impact climate change and are …

Distributed earth satellite systems: What is needed to move forward?

D Selva, A Golkar, O Korobova, IL Cruz… - Journal of Aerospace …, 2017 - arc.aiaa.org
EARTH-CENTRIC spacecraft have been designed for decades as monolithic systems, which
are highly integrated systems conceived to fulfill a set of goals satisfying certain user needs …

[PDF][PDF] Trusted autonomous operations of distributed satellite systems for earth observation missions

K Thangavel - Ph. D. dissertation, 2023 - researchrepository.rmit.edu.au
In addition, I certify that this submission contains no material previously submitted for award
of any qualification at any other university or institution, unless approved for a joint-award …

A novel dissemination protocol to deploy opportunistic services in federated satellite systems

JA Ruiz-De-Azua, A Calveras, A Camps - IEEE access, 2020 - ieeexplore.ieee.org
Earth Observation applications are demanding higher spatial resolution and shorter revisit
times than existing systems, which can be met by ad-hoc constellations of Federated …

Federated space systems' trade-space exploration for strategic robustness

JL Stern, PT Grogan - Journal of Spacecraft and Rockets, 2022 - arc.aiaa.org
Motivated by the growth of the commercial space economy and renewed focus on the
disaggregation of military space systems, this work develops a method for conceptual …

Architecting federations of systems: A framework for capturing synergy

I Lluch, A Golkar - Systems Engineering, 2019 - Wiley Online Library
This paper defines Federations of Systems, introduces a tailored architecting framework,
and demonstrates it in a satellite design case study. While certainly not being new concepts …

Optimized model-based design space exploration of distributed multi-orbit multi-platform Earth observation spacecraft architectures

C Araguz, D Llaveria, E Lancheros… - 2018 IEEE …, 2018 - ieeexplore.ieee.org
Satellite architectures where networked, heterogeneous observation nodes capture data in
a distributed manner are seen as feasible solutions to address the needs of next-generation …

Identifying retrofitting opportunities for federated satellite systems

R Akhtyamov, R Vingerhoeds, A Golkar - Journal of Spacecraft and …, 2019 - arc.aiaa.org
This paper aims at identifying retrofitting possibilities to incorporate existing spacecraft into a
network of federated satellite systems. The paper presents a systematic review of possible …

Architectural optimization framework for earth-observing heterogeneous constellations: marine weather forecast case

C Araguz, D Llaveria, E Lancheros… - Journal of Spacecraft …, 2019 - arc.aiaa.org
Earth observation satellite programs are currently facing, for some applications, the need to
deliver hourly revisit times, subkilometric spatial resolutions, and near-real-time data access …