Technical Papers – Dynamic Tasking

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

A Deep Reinforcement Learning Application to Space-based Sensor Tasking for Space Situational Awareness (2021)
Thomas G. Roberts, Massachusetts Institute of Technology; Peng Mun Siew, Massachusetts Institute of Technology; Daniel Jang, Massachusetts Institute of Technology; Richard Linares, Massachusetts Institute of Technology

Keywords: Deep Reinforcement Learning, Reinforcement Learning, Population Based Training, Space Sensor Tasking, Proximal Policy Optimization

A Regional Greedy Algorithm for Space Domain Awareness Resource Allocation (2021)
Naomi Owens Fahrner, Ball Aerospace

Keywords: Space Domain Awareness, Resource Allocation, Sensor Tasking, Heterogeneous Sensors

Agile Space Object Custody for Electro-Optical Sensors (2021)
Johnathan Tucker, University of Colorado Boulder; Daniel Aguilar Marsillach, University of Colorado Boulder; Anna Montgomery, University of Colorado Boulder; Marcus Holzinger, University of Colorado Boulder

Keywords: Custody, Reachability, Catalog Maintenance

Expanding the Space Surveillance Network with Space-Based Sensors Using Metaheuristic Optimization Techniques (2021)
Cameron Harris, Virginia Polytechnic Institute and State University; Dylan Thomas, Virginia Polytechnic Institute and State University; Jonathan Kadan, Virginia Polytechnic Institute and State University; Kevin Schroeder, Virginia Polytechnic Institute and State University; Jonathan Black, Virginia Polytechnic Institute and State University

Keywords: SDA, SSN, genetic algorithm, metaheuristic optimization

Intrinsic Fault Resistance for Nonlinear Filters with State-Dependent Probability of Detection (2021)
Gunner Fritsch, Texas A&M University; Kyle DeMars, Texas A&M University

Keywords: Nonlinear, filtering, bayesian, probability of detection, estimation, tracking

Maximizing the Utility of Non-Traditional Sensor Network Data for SDA (2021)
Neil Dhingra, Orbit Logic Incorporated; Cameron DeJac, Orbit Logic; Alex Herz, Orbit Logic; Trevor Wolf, University of Texas; Brandon Jones, University of Texas at Austin

Keywords: Sensor Resource Management, Sensor Tasking, Space Domain Awareness, Space Situational Awareness, Government-Commercial Partnerships, Non-Traditional Sensor Networks, Catalog Maintenance

Multi-Space-Object Tracking with the Poisson Labeled Multi-Bernoulli (PLMB) Filter & Probabilistic Admissible Region Constraints (2021)
Leonardo Cament, Universidad de Chile; Martin Adams, Universidad de Chile; Pablo Barrios, Universidad de Chile

Keywords: Multi-target tracking, Space situational awareness, Random Finite Sets, Poisson Labeled Multi-Bernoulli (PLMB) filter

On the Impact of Tactical Track Loading on Volume Revisit Performance and the Role of Augmenting Hosted Payloads – A GEO Space Domain Awareness Challenge (2021)
Jeffrey Asher, JHU Applied Physics Laboratory; Douglas Cool, JHU Applied Physics Laboratory; Diego Cavero, JHU Applied Physics Laboratory; Joshua Sloane, JHU Applied Physics Laboratory; Kelly Brinkley, JHU Applied Physics Laboratory; Anthony Rosati, United States Air Force, USSF/SMC/SPGZ; Hillary Keltner, United States Air Force, USSF/SMC/SPGZ

Keywords: Tactical Track, Volume Revisit, GEO, SDA, GEO SDA, Hosted Payloads, MS&A, SSN, EO,

Semi-Empirical Metrics to Measure the Effects of Large Satellite Constellations on Astronomy (2021)
Doyle Hall, Omitron Inc.

Keywords: Satellite Constellations; Astronomy; Space Sustainability/Space Traffic Management (STM)

SNARE (Sensor Network Autonomous Resilient Extensible): Decentralized Sensor Tasking Improves SDA Tactical Relevance (2021)
Robert Carden, MITRE; Dustin Burchett, MITRE; Harvey Reed, MITRE

Keywords: Space Traffic Management (STM), Space Surveillance Network (SSN), Space Domain Awareness (SDA), Persistence, SNARE, BESTA, GREAT

Spooky Coordinated Tasking and Estimation on Uninformative Priors (2021)
Samuel Fedeler, University of Colorado Boulder; Marcus Holzinger, University of Colorado Boulder; William Whitacre, Draper Laborartory

Keywords: space situational awareness, sensor tasking, estimation, heuristic search

Survey on New Strategies and State of the Art for Space Debris Catalogue Generation for Optical Sensor Networks (2021)
Guido Pedone, Airbus Defence and Space GmbH; Jens Utzmann, Airbus Defence and Space GmbH; Roger Förstner, Universität der Bundeswehr München

Keywords: Observation Scheduling, Admissible Regions, Virtual Debris