Giter VIP home page Giter VIP logo

wzhijun154 / vehicle-pure-pursuit Goto Github PK

View Code? Open in Web Editor NEW

This project forked from mathworks/vehicle-pure-pursuit

0.0 0.0 0.0 528 KB

This submission contains a set of models to show the implementation of a Pure Pursuit controller on a vehicle under different scenarios. About the models: These models show a workflow to implement a Pure Pursuit controller to track a planned path. Steps below describe the workflow: 1. Generating waypoints 2. Formulating required steering angle for lateral control 3. Implementing a longitudinal controller to track the path at higher velocity 4. Visualizing vehicle final path in Bird's-Eye Scope and a 3D simulation environment

License: Other

MATLAB 100.00%

vehicle-pure-pursuit's Introduction

Vehicle Path Tracking using Pure Pursuit Controller

This submission contains a set of models to show the implementation of a Pure Pursuit controller on a vehicle under different scenarios.


About the models: These models show a workflow to implement a Pure Pursuit controller to track a planned path. Steps below describe the workflow:

  1. Generating waypoints
  2. Formulating required steering angle for lateral control
  3. Implementing a longitudinal controller to track the path at higher velocity
  4. Visualizing vehicle final path in Bird's-Eye Scope and a 3D simulation environment.

Models

1_Curved_Low_Velocity

purePursuitCurveLowVel

Contains a model to implement a Pure Pursuit controller for a vehicle moving at low velocity

2_Curved_High_Velocity

purePursuitCurveHighVel

Contains a model to implement a Pure Pursuit along with a PI longitudinal controller for a vehicle moving at high velocity

3_USCity

purePursuitUSCity

It contains a model to drive the vehicle through the US City scene.

PRODUCT REQUIREMENTS:

The models use the following MathWorks products, all from R2020a release: 1)MATLAB 2)Simulink 3)Vehicle Dynamics Blockset 4)Automated Driving Toolbox 5)Navigation Toolbox

6)Aerospace Blockset 7)Aerospace Toolbox Note: The Aerospace Blockset and Aerospace Toolbox are only required for the "purePursuitUSCity" model to convert from rad/s to degree/s. In case of the absence of these two toolboxes, define the conversion factor from rad/s to degree/s using a gain block and use the model.

Minimum Hardware Requirements for Running Models in 3D Simulation Environment:

  1. Graphics card (GPU) — Virtual Reality-ready with 8 GB of onboard RAM
  2. Processor (CPU) — 2.60 GHz
  3. Memory (RAM) — 12 GB For more information please visit this web page: https://www.mathworks.com/help/driving/ug/3d-visualization-engine-requirements.html

Copyright 2020 The MathWorks, Inc.

vehicle-pure-pursuit's People

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.