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Understanding Model Predictive Control, Part 6: How to Design an MPC Controller with Simulink

Understanding Model Predictive Control, Part 6: How to Design an MPC Controller with Simulink
Mathworks - Melda Ulusoy
9 min
Beginner
Video
Theory

Learn how to design an MPC controller for an autonomous vehicle steering system using Model Predictive Control Toolbox™. This video walks you through the design process of an MPC controller. Using the MPC Designer app that comes with Model Predictive Control Toolbox, you can specify MPC design parameters such as controller sample time, prediction and control horizons, and constraints and weights. You can then fine tune your controller and evaluate its performance. For the autonomous steering vehicle example demonstrated in this video, a custom reference trajectory is created using the Driving Scenario Designer app, which is part of Automated Driving System Toolbox™.

 

 

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