3 citations · 5 across the 5 of their papers we have counts for
5 papers
Characterization of Mega-Constellation Links for LEO Missions With Applications to EO and ISS Use Cases
G. Maiolini Capez, M. A. Caceres, C. P. Bridges +4
Satellite missions demand ever greater connectivity, especially in the LEO regime. In this paper, we introduce the new mega-constellation services in space paradigm: we show that m…
Towards Automated Satellite Conjunction Management with Bayesian Deep Learning
Francesco Pinto, Giacomo Acciarini, Sascha Metz +7
After decades of space travel, low Earth orbit is a junkyard of discarded rocket bodies, dead satellites, and millions of pieces of debris from collisions and explosions. Objects i…
Spacecraft Collision Risk Assessment with Probabilistic Programming
Giacomo Acciarini, Francesco Pinto, Sascha Metz +7
Over 34,000 objects bigger than 10 cm in length are known to orbit Earth. Among them, only a small percentage are active satellites, while the rest of the population is made of dea…
Diagonal Memory Optimisation for Machine Learning on Micro-controllers
Peter Blacker, Christopher Paul Bridges, Simon Hadfield
As machine learning spreads into more and more application areas, micro controllers and low power CPUs are increasingly being used to perform inference with machine learning models…
FDL: Mission Support Challenge
Luís F. Simões, Ben Day, Vinutha M. Shreenath +4
The Frontier Development Lab (FDL) is a National Aeronautics and Space Administration (NASA) machine learning program with the stated aim of conducting artificial intelligence rese…