Artificial Intelligence and Machine Learning for Space Domain Awareness: The Development of Two Artificial Intelligence Case Studies

by Jonathan Tran, Jordan Logue, Prateek Puri

This report documents the feasibility of artificial intelligence and machine learning (AI/ML) when applied to the U.S. Space Force and space domain awareness. The ability to estimate the current and future states and uncertainties of a resident space object is fundamental for current space domain awareness processes. The authors tested AI/ML algorithms to determine their suitability for these tasks and to inform development of AI/ML applications.

• Format: Paperback
• Language: English
• ISBN: 1977414141
• ISBN13: 9781977414144
• Release Date: September 2024
• Publisher: RAND Corporation
• Length: 72 Pages
• Dimensions: 0.1" x 8.5" x 11.0"