Application of Machine Learning for tracking Orbital Debris

Geometrical Diagram of Keplerian Elements in Orbit
Demonstration of Extended Kalman Filter
Ground Trace of OSNSAT by 18 SPCS
SGP4 Two-line Elements breakdown
Gravity Map of the Earth
The Space Surveillance Network (USSTRATCOM)
The Joint Space Operations Center (JSpOC), under its current structure, is primarily a space traffic management center today, but some believe it should do more to preserve national security in space. (US Air Force)
Space-Track.org Reentry Tab (Public Data)
Russian ASAT Test causing orbital debris (DailyMail)
Iridium-Cosmos debris 3 hours (left) and 2 years after impact (Secure World Foundation)
Orbital Recognition System Schematic Diagram
Trajectory Prediction Backpropagation ANN Schematic Diagram
ICP Approach to Mapping Space Debris Clouds
Trajectory Prediction ANN for Space Debris Cloud Tracking
State Comparison Process by Slingshot Aerospace
Machine learning fusion technique results. Position errors associated with Numerica, 18th SPCS, and fused solutions as compared to MITRE calibration states (Slingshot Aerospace)
Machine learning fusion technique results. RIC errors associated with Numerica, 18th SPCS, and fused solutions as compared to MITRE calibration states (Slingshot Aerospace)

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A Continual Learner

With passion for technology, military, and economics, In Bok Lee has created A Continual Learner with the purpose of sharing knowledge.