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Autonomous Robotics with ROS2 and Python: From Basics to Advanced Behavior Control for Intelligent Systems

Unlock the full potential of autonomous robotics with Autonomous Robotics with ROS2 and Python, a comprehensive guide that takes you from foundational concepts to advanced behavior control in intelligent robotic systems. Using Robot Operating System 2 (ROS2) and Python, this book provides hands-on knowledge to design, build, and deploy smart, self-navigating robots for real-world applications.

Whether you're a robotics student, researcher, or engineer, this book equips you with the technical skills and practical experience to master robot perception, motion planning, and AI-driven decision-making.

What You'll Learn:

• Introduction to ROS2 and Python for Robotics: Set up ROS2 development environments, understand its core architecture, and program your first robot.
• Robot Kinematics and Motion Control: Implement forward and inverse kinematics, PID controllers, and motion control algorithms.
• Navigation and Path Planning: Utilize SLAM (Simultaneous Localization and Mapping), A algorithms*, and ROS2's Nav2 stack for real-world autonomous navigation.
• Perception and Sensor Fusion: Integrate LiDAR, depth cameras, IMUs, and GPS to enhance robot awareness.
• Computer Vision and Object Detection: Apply OpenCV, YOLO, and deep learning-based vision models for real-time object recognition.
• Multi-Robot Coordination: Develop swarm robotics behaviors for collaborative decision-making and optimized resource allocation.
• Human-Robot Interaction (HRI): Implement speech recognition, gesture control, and AI-powered conversational interfaces for robots.
• AI and Reinforcement Learning for Robotics: Train intelligent robotic behaviors using deep reinforcement learning frameworks like TensorFlow and PyTorch.
• Autonomous Drone Programming: Build and control quadcopters using ROS2-based flight controllers and real-time obstacle avoidance.
• Simulation & Testing with Gazebo: Test and debug robotic applications in realistic physics-based environments before deploying to hardware.
• Deploying Robots in Real-World Environments: Optimize power efficiency, networking, and ROS2 cloud integration for scalable robotic systems.
• Security and Safety in Robotics: Implement best practices for cybersecurity, fail-safe mechanisms, and emergency recovery protocols.
• Hands-On Projects: Build real-world applications, including self-driving robots, warehouse automation bots, and AI-driven service robots.

Who Is This Book For?

This book is designed for robotics engineers, automation professionals, AI developers, students, and researchers who want to master autonomous robotic systems using ROS2 and Python.

Why Choose This Book?

With step-by-step guidance, real-world projects, and expert insights, Autonomous Robotics with ROS2 and Python bridges the gap between theory and implementation, enabling you to build intelligent robotic systems that interact with complex environments.

Start developing smarter robots today with Autonomous Robotics with ROS2 and Python: From Basics to Advanced Behavior Control for Intelligent Systems-your complete guide to modern autonomous robotics.

Parametry knihy

• Plný název: Autonomous Robotics with ROS2 and Python
• Podnázev: From Basics to Advanced Behavior Control for Intelligent Systems
• Autor: Rafael Sanders, Miguel Farmer, THOMPSON CARTER
• Jazyk: Angličtina
• Vazba: Brožovaná
• Počet stran: 394
• EAN: 9798309129942
• ID: 50730071
• Nakladatelství: Independently published
• Hmotnost: 683 g
• Rozměry: 254 × 178 × 21 mm
• Datum vydání: 14. February 2025

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