Armin Abdolmohammadi

Multi-Step Deep Koopman Network (MDK-Net) for Vehicle Control in Frenet Frame

The highly nonlinear dynamics of vehicles present a major challenge for the practical implementation of optimal control and Model Predictive Control (MPC) approaches in path planning and tracking applications. Koopman operator theory offers a global linear representation of nonlinear dynamical syste