4 citations · 7 across the 4 of their papers we have counts for
4 papers
Quasi Real-Time Autonomous Satellite Detection and Orbit Estimation
Jarred Jordan, Daniel Posada, Matthew Gillette +2
A method of near real-time detection and tracking of resident space objects (RSOs) using a convolutional neural network (CNN) and linear quadratic estimator (LQE) is proposed. Adva…
Initial Orbit Determination for the CR3BP using Particle Swarm Optimization
David Zuehlke, Taylor Yow, Daniel Posada +4
This work utilizes a particle swarm optimizer (PSO) for initial orbit determination for a chief and deputy scenario in the circular restricted three-body problem (CR3BP). The PSO i…
Satellite Detection in Unresolved Space Imagery for Space Domain Awareness Using Neural Networks
Jarred Jordan, Daniel Posada, David Zuehlke +3
This work utilizes a MobileNetV2 Convolutional Neural Network (CNN) for fast, mobile detection of satellites, and rejection of stars, in cluttered unresolved space imagery. First,…
Autonomous Satellite Detection and Tracking using Optical Flow
David Zuehlke, Daniel Posada, Madhur Tiwari +1
In this paper, an autonomous method of satellite detection and tracking in images is implemented using optical flow. Optical flow is used to estimate the image velocities of detect…