Reinforcement learning in spacecraft control applications: Advances, prospects, and challenges

M Tipaldi, R Iervolino, PR Massenio - Annual Reviews in Control, 2022 - Elsevier
This paper presents and analyzes Reinforcement Learning (RL) based approaches to solve
spacecraft control problems. Different application fields are considered, eg, guidance …

On applying AI-driven flight data analysis for operational spacecraft model-based diagnostics

M Tipaldi, L Feruglio, P Denis, G D'Angelo - Annual Reviews in Control, 2020 - Elsevier
This paper presents new perspectives on the application of Artificial Intelligence (AI)
solutions to process Spacecraft (S/C) flight data in order to augment currently used …

Security analysis of a space-based wireless network

D He, X Li, S Chan, J Gao, M Guizani - IEEE Network, 2019 - ieeexplore.ieee.org
With the gradual deployment of the spacebased wireless network, security risks in the data
communication between satellites and even the internal structure of a satellite become …

Modern Spacecraft GNC

S Silvestrini, LP Cassinis, R Hinz… - … , navigation, and control, 2023 - Elsevier
The following chapter gives an overview on modern techniques for guidance, navigation,
and control (GNC). In particular, an overview of artificial intelligence (AI) techniques is …

New Sizing Methodology and Efficiency Analysis of Satellite's Electrical Power Subsystem

S Marín-Coca, E Roibás-Millán… - Journal of spacecraft and …, 2023 - arc.aiaa.org
This paper describes a novel methodology to improve the preliminary design and efficiency
analysis of the satellite's electrical power subsystem. Several studies have addressed this …

Robust anomaly identification algorithm for noisy signals: spacecraft solar panels model

WA Murtada, EA Omran - Neural Computing and Applications, 2020 - Springer
Prony method is an efficient feature extraction technique when applied to signals at
noiseless environment. However, space environment is very rich with different sources of …

Requirements Correlation Identification Method for Launch Vehicle Based on Word Mover's Distance

W Ning, J Li, J Xiao, X Zhou, Y Li… - 2023 IEEE International …, 2023 - ieeexplore.ieee.org
In the forward design process of launch vehicle based on requirement engineering, the
identification of requirements correlation directly affects the design quality and efficiency …

FDIR development approaches in space systems

M Tipaldi, S Silvestrini, V Pesce, A Colagrossi - … Guidance, Navigation, and …, 2023 - Elsevier
This chapter presents technical solutions and industrial processes used by the Space
Industry to design, develop, test, and operate health (or failure) management systems, which …

Development of nanosatellite Technology with APRS Module for Disaster Mitigation

SY Prahyang, MZ Dhiya'Ulhaq, OP Golim… - … Series: Earth and …, 2018 - iopscience.iop.org
Abstract Development of nanosatellite technology has enabled satellites to be developed
with multiple capabilities for a specific mission in a short time with a low cost. Satellite …

[PDF][PDF] Hybrid energy storage system for CubeSat applications

R Al-Ali - 2020 - khalifauniversity.elsevierpure.com
MSc. in Electrical and Computer Engineering, Department of Electrical Engineering and
Computer Science, Khalifa University of Science and Technology, United Arab Emirates …