Technical Papers – SSA Algorithms

Papers sorted by year (descending) and then alphabetically by title. Use CTRL F to search on this page, or the search option in the side-bar for the whole library.View Archive Programs

If citing a paper from the AMOS Conference proceedings archive, please provide proper attribution by referencing: Copyright © [insert applicable year] Advanced Maui Optical and Space Surveillance Technologies Conference (AMOS) – www.amostech.com

Dynamic Sensor Tasking for Space Situational Awareness via Reinforcement Learning (2016)
Richard Linares, University of Minnesota, Roberto Furfaro, University of Arizona

Keywords: Reinforcement Learning, sensor tasking and management

Evidence-based Sensor Tasking for Space Domain Awareness (2016)
Andris Jaunzemis, Georgia Institute of Technology, Marcus Holzinger, Georgia Institute of Technology, Moriba Jah, University of Arizona

Keywords: space situational awareness, SSA, space domain awareness, SDA, evidential reasoning, Dempster-Shafer theory, decision theory, sensor tasking

False-Object Identification for Space Surveillance Catalog Maintenance (2016)
Mark Pittelkau, Solers, Inc.

Keywords: Space Situational Awareness, Multiple Sequential Hypothesis Testing, Data association

High Performance Orbital Propagation Using a Generic Software Architecture (2016)
Marek Moeckel, SERC, Ltd., James Bennett, SERC, Ltd., Enrico Stoll, Technische Universitat Braunschweig, Kefei Zhang, RMIT University

Keywords: Analytical Propagation, GPU-Computing, High Performance Computing

Incorporating Target Priorities in the Sensor Tasking Reward Function (2016)
Steven Gehly, Royal Melbourne Institute of Technology and SERC Limited, James Bennett, SERC Limited

Keywords: Sensor Allocation, SSA, Orbital Debris

OrbitOutlook: Autonomous Verification and Validation of Non-Traditional Data for Improved Space Situational Awareness (2016)
Lt. Col. Jeremy Raley, Defense Advanced Research Projects Agency (DARPA), Ryan M. Weisman, Air Force Research Laboratory, C. Channing Chow II, Integrity Applications Incorporated - Pacific Defense Solutions, Michael Czajkowski, Lockheed Marticn, Kristin Sotzen, Johns Hopkins Univeristy, Applied Physics Laboratory

Keywords: Autonomous, Algorithms, data quality,

Resident Space Object Characterization and Behavior Understanding via Machine Learning and Ontology-based Bayesian Networks (2016)
Roberto Furfaro, University of Arizona, Richard Linares, University of Minnesota, David Gaylor, University of Arizona, Moriba Jah, University of Arizona, Ramona Walls, Cyverse, University of Arizona

Keywords: Space Situational Awareness, Space Ontology, Bayesian Networks, Machine Learning

Uncued Low SNR Detection with Likelihood from Image Multi Bernoulli Filter (2016)
Timothy Murphy, Georgia Institute of Technology, Dr. Marcus Holzinger, Georgia Institute of Technology

Keywords: SSA, SDA, FISST, Uncued, Detection, Likelihood

Utilizing Novel Non-traditional Sensor Tasking Approaches to Enhance the Space Situational (2016)
Alex Herz, Orbit Logic, Ella Herz, Orbit Logic, Kenneth Center, Orbit Logic, Doug George, Orbit Logic, Penina Axelrad, University of Colorado, Brandon Jones, University of Texas

Keywords: SSN, SSA, Heimdall Web, Non-traditional Sensors, Advanced Sensor Scheduling