Book description
Start from scratch and build a variety of features for autonomous mobile robots both in simulation and hardware. This book will show you how to simulate an autonomous mobile robot using ROS and then develop its hardware implementation.
You'll start by gaining an understanding of the basic theoretical concepts underlying the development of autonomous robots, including history, mathematics, electronics, mechanical aspects, 3D modelling, 3D printing, Linux, and programming. In subsequent chapters, you will learn how to describe kinematics, simulate and visualize the robot, how to interface Arduino with ROS, tele-operate the robot, perform mapping, autonomous navigation, add additional sensors, sensor fusion, laser scan matching, web interface, and more. Not only will you learn theoretical aspects, you’ll also review the hardware realization of mobile robots.Projects start with a very basic two-wheeled mobile robot and progress to complex features such as mapping, navigation, sensor fusion, autodocking, and web interface. Upon completing this book, you’ll have incorporated important robot algorithms including SLAM, Path Finding, Localization, and Kalman Filters – and you will be ready to start designing and building your own autonomous robots.
What You Will Learn
- Design and build your customized physical robot with autonomous navigation capability
- Create a map of your house using the robot’s lidar scanner
- Command the robot to go to any accessible location on the map
- Interact with the robot using a mobile app, joystick, keyboard, push-button, or remote computer
- Monitor robot updates via LCD, a mobile app, sound, and status LEDs
- Automate delivery of small payloads and return to home base
- Utilize autodocking to home base for battery charging
- Leverage sensor fusion to improve accuracy
- Interface with the robot via the Web to monitor and control it remotely
Who This Book Is For
Complete beginners who want to build customized robots from scratch. No experience is expected, although basic programming knowledge could be handy.Table of contents
- Cover
- Front Matter
- 1. Introduction to Robotics: Part I
- 2. Introduction to Robotics: Part II
- 3. Setting Up a Workstation for Simulation
- 4. The ROS Framework
- 5. Robot Simulation and Visualization
- 6. Arduino and ROS
- 7. Simulating Bumblebot: A Simple Two-Wheeled Robot
- 8. Building Bumblebot in Hardware
- 9. Additional Sensors and Sensor Fusion
- 10. Web Interface and Autodocking
- Back Matter
Product information
- Title: Build Autonomous Mobile Robot from Scratch using ROS: Simulation and Hardware
- Author(s):
- Release date: October 2023
- Publisher(s): Apress
- ISBN: 9781484296455
You might also like
book
Programming Robots with ROS
Want to develop novel robot applications, but don’t know how to write a mapping or object …
book
Intelligent Autonomous Drones with Cognitive Deep Learning: Build AI-Enabled Land Drones with the Raspberry Pi 4
What is an artificial intelligence (AI)-enabled drone and what can it do? Are AI-enabled drones better …
book
Robotics at Home with Raspberry Pi Pico
Design, build, and program a mobile robot platform while gaining an understanding of the Raspberry Pi …
book
Deep Learning from Scratch
With the resurgence of neural networks in the 2010s, deep learning has become essential for machine …