Challenges and Opportunities for CubeSat Detection for Space Situational Awareness using a CNN
Year: 2020
Type: conference-paper
Abstract: The deployment of artificial neural networks (ANNs) on small satellites will improve space situational awareness (SSA) where scarce radio resources limits the interactions between space-born and ground-based systems. The application of ANNs in space is stymied by lack of curated datasets. This project addresses an ongoing problem of small spacecraft detection and identification. This paper will present the problem and the activities the team has taken to advance this field.
Authors: Jim Aarestad, Andrew Cochrane, Matthew Hannon, Evan T. Kain, Craig Kief, Steven Lindsley, Brian Zufelt
Language: English
Subfield: Aerospace Engineering
Field: Engineering
Domain: Physical Sciences
Open Access status: green
OpenAlex ID: W3048726491