A review of uncertainty propagation in orbital mechanics

Y Luo, Z Yang - Progress in Aerospace Sciences, 2017 - Elsevier
Orbital uncertainty propagation plays an important role in space situational awareness
related missions such as tracking and data association, conjunction assessment, sensor …

[HTML][HTML] Machine learning in orbit estimation: A survey

F Caldas, C Soares - Acta Astronautica, 2024 - Elsevier
Since the late 1950s, when the first artificial satellite was launched, the number of Resident
Space Objects has steadily increased. It is estimated that around one million objects larger …

Spacecraft uncertainty propagation using Gaussian mixture models and polynomial chaos expansions

V Vittaldev, RP Russell, R Linares - Journal of Guidance, Control, and …, 2016 - arc.aiaa.org
Polynomial chaos expansion and Gaussian mixture models are combined in a hybrid
fashion to propagate state uncertainty for spacecraft with initial Gaussian errors. Polynomial …

Conjugate unscented transformation: Applications to estimation and control

N Adurthi, P Singla, T Singh - Journal of …, 2018 - asmedigitalcollection.asme.org
This paper presents a computationally efficient approach to evaluate multidimensional
expectation integrals. Specifically, certain nonproduct cubature points are constructed that …

Conjugate unscented transformation-based approach for accurate conjunction analysis

N Adurthi, P Singla - Journal of Guidance, Control, and Dynamics, 2015 - arc.aiaa.org
This paper presents a methodology to estimate the probability of conjunction between two
space objects when probability density functions for orbital state vector are significantly non …

Analytical configuration uncertainty propagation of geocentric interferometric detection constellation

D Qiao, X Zhou, X Li - Astrodynamics, 2023 - Springer
Long-term configuration stability is essential for an interferometric detection constellation
(IDC), which is closely related to initial uncertainty. Therefore, it is vital to evaluate the …

Ephemeris tracking and error propagation analysis of LEO satellites with application to opportunistic navigation

N Khairallah, ZM Kassas - IEEE Transactions on Aerospace …, 2023 - ieeexplore.ieee.org
A comprehensive study is performed for low Earth orbit (LEO) space vehicles (SVs) tracking
by a receiver opportunistically extracting navigation observables from their downlink radio …

Fusion of a machine learning approach and classical orbit predictions

H Peng, X Bai - Acta astronautica, 2021 - Elsevier
Orbit prediction accuracy is often limited by the underlying physics-based models and
estimation methods. Instead of advancing the state-of-the-art from those two aspects, we …

Uncertainty-resilient constrained rendezvous trajectory optimization via stochastic feedback control and unscented transformation

H Yuan, D Li, G He, J Wang - Acta Astronautica, 2024 - Elsevier
This paper proposes an innovative approach for constrained rendezvous trajectory
optimization (CRTO) using stochastic optimal feedback control and unscented transform …

[PDF][PDF] An autonomous sensor tasking approach for large scale space object cataloging

R Linares, R Furfaro - Advanced Maui Optical and Space …, 2017 - amostech.com
Abstract The field of Space Situational Awareness (SSA) has progressed over the last few
decades with new sensors coming online, the development of new approaches for making …