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

ROS basic concepts

Early on, researchers of robotics at Stanford University found that prototyping software for robots was an intensive programming task, as they had to start coding from scratch for every project. There was a time in which programming languages such as C++ and Python were used for robotics as the general programming languages they are, and that fact required great efforts to build every piece of software to provide a robotic level of functionality, such as navigation or manipulation.

It was not only a question of the reusability of the code, but it was also a matter of how things worked in robotics. In procedural programming, the typical flow of a program executes one step after another, as shown in the following diagram:

The task that this program executes is to combine multiple images into one, as can be easily inferred. From our robotic point of view, the...