Book Image

ROS Robotics Projects - Second Edition

By : Ramkumar Gandhinathan
Book Image

ROS Robotics Projects - Second Edition

By: Ramkumar Gandhinathan

Overview of this book

Nowadays, heavy industrial robots placed in workcells are being replaced by new age robots called cobots, which don't need workcells. They are used in manufacturing, retail, banks, energy, and healthcare, among other domains. One of the major reasons for this rapid growth in the robotics market is the introduction of an open source robotics framework called the Robot Operating System (ROS). This book covers projects in the latest ROS distribution, ROS Melodic Morenia with Ubuntu Bionic (18.04). Starting with the fundamentals, this updated edition of ROS Robotics Projects introduces you to ROS-2 and helps you understand how it is different from ROS-1. You'll be able to model and build an industrial mobile manipulator in ROS and simulate it in Gazebo 9. You'll then gain insights into handling complex robot applications using state machines and working with multiple robots at a time. This ROS book also introduces you to new and popular hardware such as Nvidia's Jetson Nano, Asus Tinker Board, and Beaglebone Black, and allows you to explore interfacing with ROS. You'll learn as you build interesting ROS projects such as self-driving cars, making use of deep learning, reinforcement learning, and other key AI concepts. By the end of the book, you'll have gained the confidence to build interesting and intricate projects with ROS.
Table of Contents (14 chapters)

Handling Complex Robot Tasks Using State Machines

Robots are machines that need to understand the environment in order to perform any action the application demands. They sense the environment through a variety of sensors to the very last detail, after which they compute the logic through their compute systems and convert them into necessary control actions. To be more practical, while computing such logic, they're also supposed to take care of other factors that would affect their actions.

In this chapter, we shall look at how state machines are helpful in robotics and ROS. You will understand the fundamentals of state machines, be introduced to tools that handle tasks with feedback mechanisms, such as actionlib, and be introduced to ROS state machine packages called executive_smach. You will be introduced to writing examples in actionlib and state machines, which will...