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Programming Autonomous Robots with ROS2 and Python: A Practical Guide to Building Smart Robot Behaviors for Navigation, Sensing, and Interaction

Master 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.

Parametry knihy

Zařazení knihy Knihy v němčině Naturwissenschaften, Medizin, Informatik, Technik Informatik, EDV Programmiersprachen

• Plný název: Programming Autonomous Robots with ROS2 and Python
• Autor: Miguel Farmer, Thompson Carter
• Jazyk: Angličtina
• Vazba: Brožovaná
• Počet stran: 270
• EAN: 9798310711051
• ID: 48091204
• Nakladatelství: Amazon Digital Services LLC - Kdp
• Hmotnost: 472 g
• Rozměry: 254 × 178 × 14 mm
• Datum vydání: 13. February 2025

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