A PCA based effective model for asteroid accelerations

Abstract

Fitting asteroid masses using planetary ephemerides is a well-studied technique, but traditional implementations face challenges such as correlations between asteroid masses, poorly characterized systematic errors, and overtting. We present a method that applies linearization and principal component analysis (PCA) to the accelerations induced by unmodeled asteroids on solar system bodies.