Model Predictive Rudder Control is a model-based control strategy that systematically optimizes rudder commands over a finite prediction horizon by minimizing a cost function subject to dynamic constraints, distinguishing itself through its explicit use of a predictive vessel motion model to anticipate and adjust future rudder actions in real time.