Quantifying and Using System Uncertainty in UAV Navigation

Fabio Arnez, Ansgar Radermacher, Huascar Espinoza

As autonomous systems increasingly rely on Deep Neural Networks (DNN) to implement the navigation pipeline functions, uncertainty estimation methods have become paramount for estim…