[HTML][HTML] LEO mega constellations: review of development, impact, surveillance, and governance
J Zhang, Y Cai, C Xue, Z Xue, H Cai - Space: Science & Technology, 2022 - spj.science.org
The rapid development of Low Earth Orbit (LEO) mega constellations has significantly
contributed to several aspects of human scientific progress, such as communication …
contributed to several aspects of human scientific progress, such as communication …
Review of sensor tasking methods in Space Situational Awareness
To ensure the secure operation of space assets, it is crucial to employ ground and/or space-
based surveillance sensors to observe a diverse array of anthropogenic space objects …
based surveillance sensors to observe a diverse array of anthropogenic space objects …
Sensor tasking in the cislunar regime using Monte Carlo Tree Search
S Fedeler, M Holzinger, W Whitacre - Advances in Space Research, 2022 - Elsevier
Maintaining tracks on space objects with limited sets of observers is a critical problem, made
more urgent with exponential growth in the population of near-Earth satellites. An optimally …
more urgent with exponential growth in the population of near-Earth satellites. An optimally …
Evidence gathering for hypothesis resolution using judicial evidential reasoning
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 …
before a decision must be rendered, requiring an efficient process for prioritizing between …
Convolutional neural networks for inference of space object attitude status
Convolutional neural networks (CNNs) are utilized for the task of inferring the attitude status
in terms of rotation rate of resident space objects (RSOs) using simulated light curve …
in terms of rotation rate of resident space objects (RSOs) using simulated light curve …
Learned event-based visual perception for improved space object detection
N Salvatore, J Fletcher - Proceedings of the IEEE/CVF …, 2022 - openaccess.thecvf.com
The detection of dim artificial Earth satellites using ground-based electro-optical sensors,
particularly in the presence of background light, is technologically challenging. This …
particularly in the presence of background light, is technologically challenging. This …
Sensor tasking for search and catalog maintenance of geosynchronous space objects
The space object catalog provides orbital state and characteristic information of space
objects for critical applications in space situational awareness. Maintaining accurate states …
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 …
intensive, reactive, and individualized for specific sensors. In application, there are many …
[PDF][PDF] Evidence-based sensor tasking for space domain awareness
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 …
avoid, deter, operate through, recover from, and/or attribute cause to the loss and/or …
Optimal cislunar architecture design using Monte Carlo tree search methods
M Klonowski, MJ Holzinger, NO Fahrner - The Journal of the Astronautical …, 2023 - Springer
A novel multi-objective Monte Carlo Tree Search (MO-MCTS) algorithm is developed and
implemented for use in architecture design problems. This algorithm is used with two well …
implemented for use in architecture design problems. This algorithm is used with two well …