Qiheng Ho

Autonomous Navigation in Dynamic Environments with Multi-Modal Perception Uncertainties

This paper addresses the safe path planning problem for autonomous mobility with multi-modal perception uncertainties. Specifically, we assume that different sensor inputs lead to different Gaussian process regulated perception uncertainties (named as multi-modal perception uncertainties). We implem…