Week 1-8: Cognitive robotics

This is how far we will get by the end of this lesson:

Here you can see a short video about the final projects from the previous years:

Table of Contents

1. ROS basics
2. Gazebo basics
3. Turtlebot3 simulation
4. Test on the real Turtlebot3
5. Turtlebot3 MOGI
6. Line following
7. Neural network
8. Test on the real robot

ROS basics

What is ROS(2)?

ROS, or Robot Operating System, is an open-source framework designed to facilitate the development of robotic applications. It provides a collection of tools, libraries, and conventions that simplify the process of designing complex robot behaviors across a wide variety of robotic platforms.

ROS was initially developed in 2007 by the Stanford Artificial Intelligence Laboratory and continued by Willow Garage, with the goal of providing a common platform for research and development in robotics. The primary motivation was to create a standard framework that could support a broad range of robotic applications, promote code reuse, and foster collaboration within the robotics community.

Key reasons for ROS development include:

• Standardization: Creating a common platform that simplifies the integration of different hardware and software components.
• Modularity: Enabling the development of modular and reusable software components (nodes) that can be easily shared and adapted for various robotic systems.
• Community Collaboration: Encouraging collaboration among researchers and developers, resulting in a vast collection of tools and libraries.

Transition to ROS 2

ROS 2 was developed to address the limitations of ROS 1 and meet the growing demands for industrial and commercial robotics applications. The development began around 2014 and aimed to enhance the capabilities of ROS, particularly in areas such as security, real-time performance, and support for multi-robot systems. In practice, the biggest difference is in the underlying middleware, ROS1 uses a custom transport layer and message-passing system that was not designed for real-time or distributed applications (see ROS1’s roscore).

The latest ROS1 release is ROS Noetic which was intended to be used on Ubuntu 20.04. It goes to EOL in May, 2025 together with Ubuntu 20.04.

Required softwares