Spacecraft Collision Avoidance with Bayesian Deep Learning
Date:
With the number of objects orbiting in low earth orbit increasing over time, managing potential collisions (conjunctions) is becoming more and more difficult. For this reason, the European Space Application is investigating the possibility of applying Machine Learning to help automate the process of satellite conjunction management. In this talk we present the work performed at the Frontiers Development Lab applying Bayesian Deep Learning to the problem.