How to Design a Model Predictive Control Controller with Simulink | Understanding MPC, Part 6
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™. Watch all of the videos in this series about Understanding Model Predictive Control: • Understanding Model Predictive Control Download this hands-on MPC virtual lab to practice design of model predictive controllers for an autonomous vehicle steering system: https://bit.ly/MPC-virtual-lab Related Resources: Download model: https://bit.ly/2QcllZj Free Technical paper on Adaptive Cruise Controller with Model Predictive Control: https://bit.ly/2JhmOYr Additional resources: Lane Keeping Assist System Documentation: https://bit.ly/2xh6lhR Lane Keeping Assist System Using Model Predictive Control: https://bit.ly/2xhlRKK Lane Keeping Assist with Lane Detection: https://bit.ly/4bt5VJ1 Developing Longitudinal Controls for a Self-Driving Taxi: https://bit.ly/2xjL9rF Driving Scenario Designer: https://bit.ly/2xpx0JN Autonomous Vehicle Steering Using Model Predictive Control: https://bit.ly/3ZIlEen Adaptive MPC Design with Simulink and Model Predictive Control Toolbox: https://bit.ly/2GsL5Nu Learn how model predictive control (MPC) works: Learn more about Model Predictive Control Toolbox: https://bit.ly/2xgwWvN Model Predictive Control Toolbox: https://bit.ly/2xfEe2M --------------------------------------------------------------------------------------------------------------------------------------------------------- Get a free product Trial: https://goo.gl/ZHFb5u Learn more about MATLAB: https://goo.gl/8QV7ZZ Learn more about Simulink: https://goo.gl/nqnbLe See What's New in MATLAB and Simulink: https://goo.gl/pgGtod © 2018 The MathWorks, Inc. MATLAB and Simulink are registered trademarks of The MathWorks, Inc. See www.mathworks.com/trademarks for a list of additional trademarks. Other product or brand names maybe trademarks or registered trademarks of their respective holders.
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