Trajectory Planning for a vehicle (Model Predictive Control)
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Alexander Maier 2020 年 1 月 21 日
Although, I´ve done some research on the topic, I am still relatively new to Trajectory planning. Hopefully someone can help me with the problem, that I am currently having.
I would like to create a simplified simulink model for a Trajectory planner, which would allow an ego-vehicle to follow a simple refence path (The reference path is theoretical, which means, that it´s coordinates are initially not known). The vehicle could be presented as a bicycle model with a constant speed (low speed).
At this moment I consider to use MPC(Model predictive control) similar to: https://www.youtube.com/watch?v=4IO1zxsY4wU , but without the visualisation. As in the visual representation, the vehicle is not per se placed on the path and is only able to recognize the path at a certain distance. Thus the trajectory planning should only be able to compute a feasible trajectory within a certain distance.
Following constraints should be considered:
- Obstacle recognition and avoidance (recognition at same distance, as path recognition and trajectory replanning)
- Bicycle Model constraints (maximum steering angle)
- (secondary) Avoidance of jerky movements
Following inputs/outputs should be implemented:
- inputs: the vehicle state (X,Y, Yaw, Yaw rate) , reference Path state (X, Y, curvature)
- outputs: yaw, yaw rate
I am very thankful for any helpful advice on this topic!
Ihsan 2023 年 4 月 4 日
i have seen your text right now and it sounds like what i wanna do. You says you have inputs: the vehicle state (X,Y, Yaw, Yaw rate) and reference Path state (X, Y, curvature). How do you get the vehicle state in that form. Don`t you get Gps-Coordinates from the car? I am also doing a project like yours but i am getting only the Gps-Coordinates from the car and i don`t know how to achive a path planning and control with Gps-Coordinates. Can you please help me?
Githin John 2020 年 1 月 22 日
THis example describes what you want to achieve:
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