Autonomous racing in the Formula-Student-Driverless simulator with nonlinear MPC and camera-based SLAM
This repository implements:
- a contouring-control based nonlinear MPC
- an extended kalman filter state estimator
- a monocular camera-based SLAM algorithm, which combines deep learning and the perspective-n-point method
A high-level overview of the system is shown below:
