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

Simulating Robot Behavior with Gazebo

This chapter deals with the dynamic simulation of a robot, which, conceptually, is a better approach to examining the actual behavior of the robot rather than just using software. Rigid body mechanics, including mass and inertia, friction, damping, motor controllers, sensor detection properties, noise signals, and every aspect of the robot and the environment that can be retained in a model with reasonable accuracy is much less expensive when replicated in a simulator than if you tried to do this with physical hardware.

By reading this chapter, you will learn how to plug the digital definition of your robot (the URDF file) into the simulation environment of Gazebo, which is powered with a physics engine that's able to emulate realistic behaviors. You will also extend your training by checking and testing the digital robot so that its...