Vishnu Prem

Unconstrained Model Predictive Control for Robot Navigation under Uncertainty

In this paper, we present a probabilistic and unconstrained model predictive control formulation for robot navigation under uncertainty. We present (1) a closed-form approximation of the probability of collision that naturally models the propagation of uncertainty over the planning horizon and is co…