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Vehicle Path Tracking Using Model Predictive Control (MPC)

version 1.0.1 (1.23 MB) by MathWorks Student Competitions Team
This submission contains a model to show the implementation of MPC on a vehicle moving in a US Highway scene.

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Updated 14 Dec 2020

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This submission contains a model to show the implementation of MPC on a vehicle moving in a US Highway scene. Steps below describe the workflow:

1. Generating waypoints
2. Calculating curvature for MPC implementation
3. Generating MPC pedal map
4. Visualizing vehicle final path in 2D, Bird's-Eye Scope and a 3D simulation environment.

The users can refer this model to perform path tracking applications for a given waypoints. The results can be visualized in a 2D plot that compares the obtained and the reference trajectory.

Please go through the readme file for more details on how to use the model and how to tune the controller: https://github.com/mathworks/vehicle-model-predictive-control

Cite As

MathWorks Student Competitions Team (2021). Vehicle Path Tracking Using Model Predictive Control (MPC) (https://github.com/mathworks/vehicle-model-predictive-control/releases/tag/v1.0.1), GitHub. Retrieved .

Comments and Ratings (5)

Thanks for the feedback Jayasri. We have added a simple model where the vehicle tracks a figure-eight course (two circles). Please feel free to try it out and share your feedback.

jayasri chennu

Hi,
The model works excellent and it will be more useful for us if you can provide the Circular Path to this model.

Thank you.

Hi Mahrokh,

Thanks for reaching out.

Could you please elaborate on your query? You can also reach out to us at racinglounge@mathworks.com with all the details.

mahrokh

not working

MANU DUBEY

MATLAB Release Compatibility
Created with R2020b
Compatible with any release
Platform Compatibility
Windows macOS Linux

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Models/1_MPC_Figure_Eight

Models/2_MPC_USHighway

Models/1_MPC_Figure_Eight

Models/2_MPC_USHighway