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Programming Autonomous Robots with ROS2 and Python: A Practical Guide to Building Smart Robot Behaviors for Navigation, Sensing, and Interaction
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Master the fundamentals of robot programming, automation, and AI-driven behaviors with Programming Autonomous Robots with ROS2 and Python.
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- Programming Autonomous Robots with ROS2 and Python: A Practical Guide to Building Smart Robot Behaviors for Navigation, Sensing, and InteractionMaster the fundamentals of robot programming, automation, and AI-driven behaviors with Programming Autonomous Robots with ROS2 and Python. This hands-on guide equips you with the essential tools to build and control intelligent robotic systems using ROS2 (Robot Operating System 2) and Python.Whether you're a robotics student, researcher, or developer, this book covers everything from setting up your first ROS2 workspace to implementing real-world robot applications for navigation, sensing, and interaction.What You’ll Learn:Introduction to ROS2: Understand the core architecture, communication model, and essential tools in Robot Operating System 2.Setting Up Your Development Environment: Install ROS2, configure Python libraries, and work with simulation tools like Gazebo and RViz.ROS2 Nodes, Topics, and Services: Learn how to create, manage, and communicate between ROS2 nodes efficiently.Robot Kinematics and Motion Planning: Implement algorithms to control robotic arms, wheeled robots, and drones.Navigation and Path Planning: Use SLAM (Simultaneous Localization and Mapping) and A (A-star) algorithms* for autonomous navigation.Sensor Integration: Work with LiDAR, depth cameras, IMUs, and GPS to gather environmental data and enhance robotic perception.Computer Vision for Robots: Implement OpenCV and AI-based image processing for object detection, recognition, and tracking.Robot-Environment Interaction: Design and control robotic manipulators, grippers, and robotic hands for physical tasks.Machine Learning for Robotics: Train and integrate AI models for autonomous decision-making and reinforcement learning.Multi-Robot Coordination: Learn how multiple robots communicate and collaborate in swarm robotics applications.Testing and Debugging in ROS2: Use simulation environments like Gazebo to test robot behaviors before real-world deployment.Deploying Autonomous Robots: Optimize performance and deploy robots in industrial, healthcare, and service environments.Edge AI and Robotics: Integrate AI-powered edge computing for low-latency robotic applications.Hands-On Projects: Build real-world robotic applications, including self-driving robots, robotic arms, and AI-assisted navigation systems.Who Is This Book For?This book is perfect for robotics engineers, AI developers, automation specialists, and students interested in mastering autonomous robot programming using ROS2 and Python.Why Choose This Book?With step-by-step tutorials, practical projects, and expert insights, Programming Autonomous Robots with ROS2 and Python helps you bridge the gap between theory and application, empowering you to build intelligent robots that interact with the real world.Start building smarter robots today with Programming Autonomous Robots with ROS2 and Python: A Practical Guide to Building Smart Robot Behaviors for Navigation, Sensing, and Interaction—your ultimate guide to robot autonomy.
| Publisher | Independently published |
| Publication date | February 13, 2025 |
| Language | English |
| Print length | 268 pages |
| ISBN-13 | 979-8310711051 |
| Item Weight | 1.04 pounds (470 grams) |
| Dimensions | 7 x 0.61 x 10 inches (17.8 x 1.5 x 25.4 cm) |
| Book 1 of 23 | R0S2 |
Quem Deverá Comprar?
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Aspiring Developers
Ideal for beginners looking to learn about robotics programming and autonomous systems through hands-on Python and ROS2 applications.
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Educators and Students
Perfect for academic environments seeking practical resources to teach robotics concepts and programming skills using Python and ROS2.
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Robotics Enthusiasts
Great for hobbyists and enthusiasts wanting to experiment with building smart robots for navigation and interaction tasks.
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Advanced Programmers
May not suit experienced coders seeking advanced programming techniques, as content focuses on practical basics of robotics.
DESCRIÇÃO DO PRODUTO
Perguntas e respostas do cliente
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Pergunta:
Who would benefit from this book?
Resposta: This book is perfect for robotics engineers, AI developers, automation specialists, and students interested in mastering autonomous robot programming. -
Pergunta:
What programming language is used in this book?
Resposta: The book focuses on programming in Python using the Robot Operating System 2 (ROS2). -
Pergunta:
Does the book include hands-on projects?
Resposta: Yes, it features practical projects such as self-driving robots and AI-assisted navigation systems.
Robotics & Automation Editorial Review
Programming Autonomous Robots with ROS2 and Python: A Practical Guide to Building Smart Robot Behaviors for Navigation, Sensing, and Interaction (R0S2) is a comprehensive resource for anyone looking to delve into the world of robotics using ROS2 and Python. The book, published independently and spanning 268 pages, provides detailed insights into building intelligent robots capable of navigation, sensing, and interaction. The publication date of February 13, 2025, signals fresh content ready to tackle modern challenges in robotics. Readers can expect a practical approach backed by the latest advancements in technology to create autonomous behaviors effortlessly.
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Prós
- In-depth coverage of ROS2 and Python
- Focus on smart robot behaviors
- Practical guide for navigation and sensing
- Well-structured for learners and professionals
- Suitable for multiple skill levels
Contras
- Might require prior programming knowledge for beginners
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Recursos e benefícios
- Master robot programming fundamentals and AI behaviors.
- Hands-on guide for building and controlling intelligent robotic systems.
- Covers everything from ROS2 setup to real-world applications.
- Includes practical projects like self-driving robots and robotic arms.
- Ideal for students, researchers, and developers in robotics and AI.
- Step-by-step tutorials to empower users in bridging theory and application.
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