Building Large-Scale Occupancy Maps using an Infinite Mixture of Gaussian Process Experts

Abstract

This paper proposes a novel method of occupancy map building for large-scale applications. Although Gaussian processes have been successfully applied to occupancy map building, it suffers from high computational complexity of O(n3), where n is the number Show more