Jonathon Smereka

Data-Driven Modeling and Experimental Validation of Autonomous Vehicles Using Koopman Operator

This paper presents a data-driven framework to discover underlying dynamics on a scaled F1TENTH vehicle using the Koopman operator linear predictor. Traditionally, a range of white, gray, or black-box models are used to develop controllers for vehicle path tracking. However, these models are constra…