Prediction Mismatch in Distributed Model Predictive Control

This paper addresses the topic of prediction mismatch for distributed model predictive control. Based on a simple scenario the problem is illustrated for a small group of agents with obstacles in simulation studies. A novel approach based on external soft constraints is presented and shown in the simulated scenario to recover feasibility that was otherwise lost.