Zonghe Ding

AGV navigation in complex environments: A cooperative trajectory optimization strategy based on SMF-MPC

A set-membership filter algorithm that constructs a minimum enclosing ellipsoid to enclose the system’s true state in real time and incorporates the geometric characteristics of this ellipsoid as a time-varying penalty term into the MPC optimization objective, thereby achieving dynamic risk avoidance.