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Hands-On ROS for Robotics Programming

You're reading from   Hands-On ROS for Robotics Programming Program highly autonomous and AI-capable mobile robots powered by ROS

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Product type Paperback
Published in Feb 2020
Publisher Packt
ISBN-13 9781838551308
Length 432 pages
Edition 1st Edition
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Author (1):
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Bernardo Ronquillo Japón Bernardo Ronquillo Japón
Author Profile Icon Bernardo Ronquillo Japón
Bernardo Ronquillo Japón
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Table of Contents (19) Chapters Close

Preface 1. Section 1: Physical Robot Assembly and Testing
2. Assembling the Robot FREE CHAPTER 3. Unit Testing of GoPiGo3 4. Getting Started with ROS 5. Section 2: Robot Simulation with Gazebo
6. Creating the Virtual Two-Wheeled ROS Robot 7. Simulating Robot Behavior with Gazebo 8. Section 3: Autonomous Navigation Using SLAM
9. Programming in ROS - Commands and Tools 10. Robot Control and Simulation 11. Virtual SLAM and Navigation Using Gazebo 12. SLAM for Robot Navigation 13. Section 4: Adaptive Robot Behavior Using Machine Learning
14. Applying Machine Learning in Robotics 15. Machine Learning with OpenAI Gym 16. Achieve a Goal through Reinforcement Learning 17. Assessment 18. Other Books You May Enjoy

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...

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