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Quick crash course for the MoveIt! motion planning framework for ROS robotic manipulators! ๐Ÿ™Œ

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MoveIt! Tutorial

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Introduction

The MoveIt! project is a ROS package that helps with motion planning for robotic manipulators. As such, it is especially useful for working with and planning for arms!

Features:

  • Motion Planning
    • Generate high-degree of freedom trajectories through cluttered environments and avoid local minimums
  • Manipulation
    • Analyze and interact with your environment with grasp generation
  • Inverse Kinematics
    • Solve for joint positions for a given pose, even in over-actuated arms
  • Control
    • Execute time-parameterized joint trajectories to low level hardware controllers through common interfaces
  • 3D Perception
    • Connect to depth sensors and point clouds with Octomaps
  • Collision Checking
    • Avoid obstacles using geometric primitives, meshes, or point cloud data

https://moveit.ros.org/

This tutorial will only cover the basics for MoveIt!, up to and including the move_group interface. It won't cover the implementations of that interface, or any other deeper APIs, such as the pick and place pipeline, or time parametrisation.

Pre-Requisites

Knowledge of the following will be presumed:

  • Python
  • C++
  • Robot Operating System (ROS)

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Credits

All credits and sources are listed inside the tutorials and references themselves.

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