Implementing MPC for Autonomous Driving with Various Solvers
In this post, I introduce how Model Predictive Control (MPC) can be applied to longitudinal and lateral control for the motion of a self-driving car, and demonstrate how to implement it using two optimization libraries: IPOPT and ACADO.
