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

Moving your model around

Once the simulation has been launched, you can use the interaction icons in the Gazebo window. For example, you can play with the rotation tool of the environment toolbar to see how gravity affects the cone when you move it from its point of equilibrium:

Also, you can access the Joints panel (drag from the right border of the Gazebo window if it is not visible), select the GoPiGo model from the left pane, and under the Force tab in the Joints panel, apply 1 N.m torque to the left wheel. You will see how the robot starts to rotate around the right wheel, where no external force is acting:

These interactions are quite simple, and at this point, they should give you a good taste of what simulation can support your work as a robotics engineer.

Guidelines for...