Book Image

Hands-On ROS for Robotics Programming

By : Bernardo Ronquillo Japón
Book Image

Hands-On ROS for Robotics Programming

By: Bernardo Ronquillo Japón

Overview of this book

Connecting a physical robot to a robot simulation using the Robot Operating System (ROS) infrastructure is one of the most common challenges faced by ROS engineers. With this book, you'll learn how to simulate a robot in a virtual environment and achieve desired behavior in equivalent real-world scenarios. This book starts with an introduction to GoPiGo3 and the sensors and actuators with which it is equipped. You'll then work with GoPiGo3's digital twin by creating a 3D model from scratch and running a simulation in ROS using Gazebo. Next, the book will show you how to use GoPiGo3 to build and run an autonomous mobile robot that is aware of its surroundings. Finally, you'll find out how a robot can learn tasks that have not been programmed in the code but are acquired by observing its environment. You'll even cover topics such as deep learning and reinforcement learning. By the end of this robot programming book, you'll be well-versed with the basics of building specific-purpose applications in robotics and developing highly intelligent autonomous robots from scratch.
Table of Contents (19 chapters)
1
Section 1: Physical Robot Assembly and Testing
5
Section 2: Robot Simulation with Gazebo
8
Section 3: Autonomous Navigation Using SLAM
13
Section 4: Adaptive Robot Behavior Using Machine Learning

Summary

In this chapter, we introduced two essential elements of ROS. One is the URDF format, which is the standard way of describing the virtual model of a robot. The other is RViz, the ROS visualization tool, which lets you inspect your model while building and check the final result.

You have learned about these essential elements by looking at GoPiGo3, where you created a simplified model that includes its chassis, motors, and wheels. We have shown you how to interactively rotate the wheels with a GUI by accessing the joint_states topic of the joint_state_publisher node, which belongs to the package with the same name. This package offers a tool for setting and publishing joint state values for a given URDF model. In the case of GoPiGo3, we have two joints: the left wheel and the right wheel. The caster is the third joint, but as it is a freewheel (not driven by a motor),...