[HTML][HTML] Research advancements in key technologies for space-based situational awareness

B Wang, S Li, J Mu, X Hao, W Zhu… - Space: Science & …, 2022 - spj.science.org
The space environment has become highly congested due to the increasing space debris,
seriously threatening the safety of orbiting spacecraft. Space-based situational awareness …

Assessing machine learning for LEO satellite orbit determination in simultaneous tracking and navigation

T Mortlock, ZM Kassas - 2021 IEEE aerospace conference …, 2021 - ieeexplore.ieee.org
Machine learning for orbit determination of low Earth orbit (LEO) satellites in a simultaneous
tracking and navigation (STAN) framework is assessed. STAN is a navigation paradigm that …

Challenges of multi-target tracking for space situational awareness

BA Jones, DS Bryant, BT Vo… - 2015 18th International …, 2015 - ieeexplore.ieee.org
The tracking of space objects poses unique challenges when compared to traditional
applications. Direct application of standard multi-target tracking models fails to yield …

Evidence gathering for hypothesis resolution using judicial evidential reasoning

AD Jaunzemis, MJ Holzinger, MW Chan, PP Shenoy - Information Fusion, 2019 - Elsevier
Realistic decision-making often occurs with insufficient time to gather all possible evidence
before a decision must be rendered, requiring an efficient process for prioritizing between …

Multi-sensor space debris tracking for space situational awareness with labeled random finite sets

B Wei, BD Nener - IEEE Access, 2019 - ieeexplore.ieee.org
As a result of the dependence worldwide on satellite technology, it is now necessary to use
advanced multi-target tracking algorithms for space debris tracking systems to maintain …

[PDF][PDF] A labeled multi-Bernoulli filter for space object tracking

BA Jones, BN Vo - Proceedings of the 2014 AAS/AIAA …, 2014 - ba-ngu.vo-au.com
To maintain custody of the increasing number of detectable objects in Earth orbit, tracking
systems require robust methods of multi-target state estimation and prediction. One …

Sensor tasking for search and catalog maintenance of geosynchronous space objects

H Cai, Y Yang, S Gehly, C He, M Jah - Acta Astronautica, 2020 - Elsevier
The space object catalog provides orbital state and characteristic information of space
objects for critical applications in space situational awareness. Maintaining accurate states …

Sensor tasking for spacecraft custody maintenance and anomaly detection using evidential reasoning

AD Jaunzemis, MJ Holzinger, KK Luu - Journal of Aerospace …, 2018 - arc.aiaa.org
Current state-of-the-art sensor tasking for space situational awareness is human-analyst
intensive, reactive, and individualized for specific sensors. In application, there are many …

[PDF][PDF] Evidence-based sensor tasking for space domain awareness

AD Jaunzemis, MJ Holzinger, MK Jah - Advanced Maui Optical and …, 2016 - amostech.com
Abstract Space Domain Awareness (SDA) is the actionable knowledge required to predict,
avoid, deter, operate through, recover from, and/or attribute cause to the loss and/or …

[PDF][PDF] Tracklet-tracklet correlation method for radar and angle observations

A Vananti, T Schildknecht… - … on Space Debris, 2017 - conference.sdo.esoc.esa.int
In the context of Space Surveillance and Tracking the observations provided by a network of
sensors are processed and used to maintain a catalogue of orbital elements. The build-up of …