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 ROS and practiced with simple examples in order to help you understand the architecture of ROS. The top-level entity is the workspace, which is an isolated environment for building and running your software.

The workspace is constituted by ROS packages, that is, premade pieces of software that provide specific functionalities to integrate into your robot. Following this, catkin is the tool used to build the software each time you include new packages in your workspace.

The node is the basic entity in ROS and holds the functional pieces of code that make the robot work. A collection of related nodes providing specific functionalities constitute a ROS package. roscore, the process that runs the master node, is the one that allows each node to be capable of finding others by subscribing to the published topics. roscore also manages the database...