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ME495 Sensing, Navigation and Machine Learning For Robotics

Allan Garcia - Winter 2022

Package List

This repository consists of several ROS packages:

  • nuturtle_description - Used to visualize multiple turtlebot3 models in rviz
  • nusim - Creates the simulator environment for the turtlebot3 models and allows for the manipulation and tracking of the robots position in rviz
  • nuturtle_control - For controlling a simulated and physical turtlebot3.
  • nuslam - Allows for control of turtlebot3 with added SLAM capabilites.

Library List

It also includes a C++ package library:

  • turtlelib - Contains functions and classes for controlling a differential drive robot using forward and inverse kinematics, as well as general 2D transform calculations. It also contains a class for implementing an extended Kalman Filter for SLAM. More on the classes, functions and mathematical derivations can be found in the turtlelib package in /doc.

Demo Videos

The result of using these packages is being able to control a turtlebot3. Here is a video of it in action both physically and in simulation. More videos and explanations can be found in the nuturtle_control package.

REAL_SIM.webm

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EKF SLAM ROS2/C++ Implementation

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