[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 …

Survey of machine learning techniques in spacecraft control design

M Shirobokov, S Trofimov, M Ovchinnikov - Acta Astronautica, 2021 - Elsevier
In this paper, a survey on the machine learning techniques in spacecraft control design is
given. Among the applications of machine learning on the subject are the design of optimal …

Interval uncertainty-oriented optimal control method for spacecraft attitude control

C Yang, Y Xia - IEEE Transactions on Aerospace and Electronic …, 2023 - ieeexplore.ieee.org
Research on uncertainty-oriented optimal attitude control of spacecraft with complex space
environments and multisource uncertainties is a research hotspot. Considering that the …

Micro-vibration suppression methods and key technologies for high-precision space optical instruments

L Li, L Wang, L Yuan, R Zheng, Y Wu, J Sui, J Zhong - Acta Astronautica, 2021 - Elsevier
Micro-vibration caused by disturbance sources onboard spacecraft can severely degrade
the working environment of high-precision space optical instruments (HPSOIs) in orbit …

Lyapunov-based real-time and iterative adjustment of deep neural networks

R Sun, ML Greene, DM Le, ZI Bell… - IEEE Control …, 2021 - ieeexplore.ieee.org
A real-time Deep Neural Network (DNN) adaptive control architecture is developed for
general uncertain nonlinear dynamical systems to track a desired time-varying trajectory. A …

Observer-based H∞ fault-tolerant attitude control for satellite with actuator and sensor faults

X Liang, Q Wang, C Hu, C Dong - Aerospace Science and Technology, 2019 - Elsevier
This paper investigates the fault-tolerant attitude stabilization control problem for the satellite
system subject to actuator failures, sensor failures and external disturbances. First, the H∞ …

Continuous integral sliding mode control for space manipulator with actuator uncertainties

S Jia, J Shan - Aerospace Science and Technology, 2020 - Elsevier
This paper studies the trajectory tracking control of space manipulator in the presence of
actuator uncertainties, such as actuator fault, actuator saturation and the bias control torque …

Resilient event-triggered fault-tolerant control for networked control systems with randomly occurring nonlinearities and DoS attacks

M Sathishkumar, YC Liu - International Journal of Systems Science, 2020 - Taylor & Francis
This work studies the event-based fault-tolerant control issue of networked control systems
with actuator saturation, resilient event-triggering, randomly occurring nonlinearities, and …

Active fault tolerant control scheme for satellite attitude system subject to actuator time‐varying faults

Z Gao, Z Zhou, MS Qian, J Lin - IET Control Theory & …, 2018 - Wiley Online Library
This study investigates the active fault tolerant control (FTC) problem for the attitude system
of a rigid satellite, which is affected by parameter uncertainty, unknown exogenous …

Fixed-time attitude cooperative fault-tolerant control with prescribed performance for heterogeneous multiple satellite

T Yin, K Zhang, B Jiang, Q Liu - Aerospace Science and Technology, 2022 - Elsevier
This paper mainly investigates the fixed-time cooperative fault-tolerant control problem for
heterogeneous satellite attitude control systems with external disturbances, actuator faults …