[HTML][HTML] Research advancements in key technologies for space-based situational awareness
The space environment has become highly congested due to the increasing space debris,
seriously threatening the safety of orbiting spacecraft. Space-based situational awareness …
seriously threatening the safety of orbiting spacecraft. Space-based situational awareness …
Assessing machine learning for LEO satellite orbit determination in simultaneous tracking and navigation
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 …
tracking and navigation (STAN) framework is assessed. STAN is a navigation paradigm that …
Challenges of multi-target tracking for space situational awareness
The tracking of space objects poses unique challenges when compared to traditional
applications. Direct application of standard multi-target tracking models fails to yield …
applications. Direct application of standard multi-target tracking models fails to yield …
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 …
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 …
advanced multi-target tracking algorithms for space debris tracking systems to maintain …
[PDF][PDF] A labeled multi-Bernoulli filter for space object tracking
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 …
systems require robust methods of multi-target state estimation and prediction. One …
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
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 …
[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 …
sensors are processed and used to maintain a catalogue of orbital elements. The build-up of …