Revolutionizing future connectivity: A contemporary survey on AI-empowered satellite-based non-terrestrial networks in 6G

S Mahboob, L Liu - IEEE Communications Surveys & Tutorials, 2024 - ieeexplore.ieee.org
Non-Terrestrial Networks (NTN) are expected to be a critical component of 6th Generation
(6G) networks, providing ubiquitous, continuous, and scalable services. Satellites emerge as …

Towards the use of artificial intelligence on the edge in space systems: Challenges and opportunities

G Furano, G Meoni, A Dunne… - IEEE Aerospace and …, 2020 - ieeexplore.ieee.org
The market for remote sensing space-based applications is fundamentally limited by up-and
downlink bandwidth and onboard compute capability for space data handling systems. This …

The Φ-Sat-1 mission: The first on-board deep neural network demonstrator for satellite earth observation

G Giuffrida, L Fanucci, G Meoni, M Batič… - … on Geoscience and …, 2021 - ieeexplore.ieee.org
Artificial intelligence (AI) is paving the way for a new era of algorithms focusing directly on
the information contained in the data, autonomously extracting relevant features for a given …

High-performance embedded computing in space: Evaluation of platforms for vision-based navigation

G Lentaris, K Maragos, I Stratakos… - Journal of Aerospace …, 2018 - arc.aiaa.org
Vision-based navigation has become increasingly important in a variety of space
applications for enhancing autonomy and dependability. Future missions, such as active …

Multi-core devices for safety-critical systems: A survey

JP Cerrolaza, R Obermaisser, J Abella… - ACM Computing …, 2020 - dl.acm.org
Multi-core devices are envisioned to support the development of next-generation safety-
critical systems, enabling the on-chip integration of functions of different criticality. This …

On-board computer for cubesats: State-of-the-art and future trends

A Cratere, L Gagliardi, GA Sanca, F Golmar… - IEEE …, 2024 - ieeexplore.ieee.org
Over the past three decades, the acceptance of higher risk thresholds within the space
industry has facilitated the widespread integration of commercial off-the-shelf (COTS) …

Improving performance-power-programmability in space avionics with edge devices: VBN on Myriad2 SoC

V Leon, G Lentaris, E Petrongonas, D Soudris… - ACM Transactions on …, 2021 - dl.acm.org
The advent of powerful edge devices and AI algorithms has already revolutionized many
terrestrial applications; however, for both technical and historical reasons, the space industry …

AI in space: Applications examples and challenges

G Furano, A Tavoularis, M Rovatti - 2020 IEEE International …, 2020 - ieeexplore.ieee.org
While AI is being successfully applied in space (eg in the areas of enhanced monitoring and
diagnostics, in prediction, image analysis etc.), it is still not applied on-board. Many potential …

AI for space traffic management

C Manfletti, M Guimarães, C Soares - Journal of Space Safety Engineering, 2023 - Elsevier
Morgan Stanley forecasts the space industry to top 1 trillion dollars by 2040. Of these 1
trillion dollars, 1.5 billion dollars are expected to be the contribution of the space situational …

Leveraging the Openness and Modularity of RISC-V in Space

S Di Mascio, A Menicucci, E Gill, G Furano… - Journal of Aerospace …, 2019 - arc.aiaa.org
This paper proposes a roadmap to address present and future needs in space systems with
RISC-V processors. RISC-V is an open and modular instruction set architecture, which is …