A Taylor Series Approach to Correct Localization Errors in Robotic Field Mapping using Gaussian Processes

Muzaffar Qureshi, Tochukwu Elijah Ogri, Kyle Volle +1

Gaussian Processes (GPs) are powerful non-parametric Bayesian models for regression of scalar fields, formulated under the assumption that measurement locations are perfectly known…