Innovative Robotics With Ros2 And Python
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Innovative Robotics with ROS2 and Python
Author: RAFAEL. SANDERS
language: en
Publisher: Independently Published
Release Date: 2025-02-13
Innovative Robotics with ROS2 and Python: Advanced Concepts for Building Intelligent, Interactive, and Multi-Robot Systems Step into the future of robotics with Innovative Robotics with ROS2 and Python, the ultimate guide to designing, programming, and deploying intelligent, interactive, and multi-robot systems. This book is crafted for robotics engineers, AI developers, and researchers looking to master ROS2 (Robot Operating System 2) and Python for advanced robotic applications in real-world environments. With a focus on multi-robot collaboration, AI-driven perception, and autonomous navigation, this book takes you beyond the basics-teaching you cutting-edge techniques for designing robots that think, sense, and adapt. Whether you're working on autonomous mobile robots, industrial automation, AI-powered drones, or robotic arms, this guide provides hands-on projects, expert insights, and industry best practices to help you build next-generation robotic systems. What You'll Learn: ✅ Advanced ROS2 Development - Optimize ROS2 communication, node lifecycle management, and high-performance middleware for scalable robotics applications. ✅ Autonomous Navigation & Localization - Implement SLAM (Simultaneous Localization and Mapping), Visual Odometry, and AI-powered path planning for real-world autonomy. ✅ Multi-Robot Coordination & Swarm Intelligence - Design collaborative robots, swarm systems, and distributed task allocation using ROS2 DDS. ✅ AI & Deep Learning for Robotics - Integrate machine learning models for object detection, gesture recognition, and adaptive control systems. ✅ Computer Vision & Sensor Fusion - Work with LiDAR, depth cameras, radar, and IMUs to create intelligent perception pipelines for robotic systems. ✅ Real-Time Motion Planning & Kinematics - Optimize trajectory generation, inverse kinematics, and robotic control systems for precision automation. ✅ Human-Robot Interaction (HRI) - Enhance voice-controlled robots, NLP-based assistants, and emotional AI-driven interactions. ✅ Cloud & Edge Robotics - Deploy AI-powered robots on AWS RoboMaker, Google Cloud, and NVIDIA Jetson for scalable real-time operations. ✅ Simulation & Digital Twins - Use Gazebo, RViz, and Docker to simulate robotic applications before real-world deployment. ✅ Cybersecurity & Safety in Robotics - Implement best practices for robot security, ethical AI, and compliance with safety standards. With practical examples, hands-on projects, and expert guidance, Innovative Robotics with ROS2 and Python is your roadmap to building interactive, AI-driven robots that operate autonomously, collaborate efficiently, and interact seamlessly with humans.
Ultimate Robotics Programming with ROS 2 and Python
Author: Jonathan Cacace
language: en
Publisher: Orange Education Pvt Ltd
Release Date: 2024-12-30
TAGLINE Learn Robotics and ROS 2 with Practical Examples KEY FEATURES ● Solve basic and complex robotics problems through practical examples. ● Master ROS 2 programming fundamentals with Python for robotics. ● Simulate mobile and industrial robots using modern Gazebo tools. DESCRIPTION Robot Operating System (ROS) and Python are essential tools for developing advanced robotics applications, offering reliability and scalability for both research and industrial solutions. [Ultimate Robotics Programming with ROS 2 and Python] introduces readers to ROS 2 without requiring prior experience in robotics. It blends theoretical explanations with practical exercises, empowering readers to solve specific robotics problems while understanding the reasoning behind various approaches. The book covers a broad spectrum of robotics topics, including mobile robots, industrial manipulators, and aerial robots. These systems are simulated using the modern Gazebo simulator and programmed with ROS 2’s out-of-the-box tools and custom solutions using the ROS 2 API. The book also delves into computer vision, generative AI, and machine learning, providing hands-on examples of real-world applications. With intermediate challenges designed to reinforce learning, this book serves as an all-encompassing guide for anyone looking to master robotics programming with ROS 2 and Python. Step into the future of robotics and gain the expertise to build sophisticated, real-world robotic systems that can tackle the complex challenges of tomorrow. WHAT WILL YOU LEARN ● Understand the fundamentals of ROS 2 for robotics development. ● Develop robotics applications using Python and ROS 2 programming. ● Master advanced ROS 2 packages for navigation and manipulation. ● Implement behavior trees in ROS 2 with Python for intelligent robots. ● Utilize modern Gazebo for realistic robot simulation with ROS 2. ● Integrate Large Language Models (LLMs) with ROS 2 for advanced functionalities. ● Perform computer vision tasks with ROS 2 for intelligent robots. WHO IS THIS BOOK FOR? This book is tailored for software developers and engineers looking to dive into robotics programming. It’s perfect for ROS developers seeking to expand their skills and those new to ROS 2, offering in-depth insights into both foundational concepts and advanced techniques in robotics development. TABLE OF CONTENTS 1. Introduction to Robot Operating System 2 2. Hands-on ROS 2 Programming Using Python 3. Supplementary Tools for ROS 2 4. Robot Visualization and Simulation 5. Writing Tests Using Pytest for ROS 2 Nodes 6. Controlling an Inverted Pendulum with a PID Controller 7. Laser-based Obstacle Avoidance with a Wheeled Mobile Robot 8. ROS 2 Behaviour Trees Using Python 9. Surveillance System Using Behaviour Trees 10. Robot Navigation Using ROS 2 Navigation Stack (Nav2) 11. Robot Arm Control Using MoveIt 2 12. Programming Aerial Robots Using ROS 2 13. Computer Vision Using ROS 2 14. Object Detection Using ROS 2 15. Using Large Language Models with ROS 2 16. Deep Reinforcement Learning Using ROS 2 Index
ROS 2 from Scratch
Author: Edouard Renard
language: en
Publisher: Packt Publishing Ltd
Release Date: 2024-11-22
A comprehensive, step-by-step guide to understanding the basics of robotics and creating your own robotics applications within days, not months Key Features Build a strong foundation in ROS 2 and instill confidence for future robotics projects Leverage best practices to create scalable ROS 2 applications with Python and C++ Follow a step-by-step process to create and simulate a custom robot using ROS 2 Purchase of the print or Kindle book includes a free PDF eBook Book Description ROS 2 from Scratch, written by the cofounder of a robotics company with years of experience in teaching and engineering, will equip you with the skills necessary to develop cutting-edge robotic systems efficiently. This book will help you understand why you should use Robot Operating System (ROS), clarifying what ROS is and isn’t. It focuses on applied learning—no unnecessary filler, no abstract theory, and no abrupt leaps into complex topics. You’ll discover how to install ROS 2, set up your environment, and explore concepts through hands-on experiments, as well as create a ROS 2 application for a custom robot. The chapters expand upon core concepts such as nodes, communication via topics, client-server interactions with services, complex behaviors using actions, runtime configurations with parameters, and seamless node orchestration via launch files. Each concept is clearly explained with the help of real-life analogies and practical examples, using Python and C++. The book will also guide you through creating a real-world project that incorporates TFs, URDF, RViz, and Gazebo. By the end of this book, you’ll be able to create new software for any robot in no time and easily join existing projects for new job roles, research endeavors, and beyond. What you will learn Understand what ROS 2 is, when to use it, and how to use it Write ROS 2 programs using nodes, topics, services, actions, and custom interfaces Scale your application with parameters and launch files Get a complete overview of how TFs work for any ROS-powered robot Create a robot model (with URDF) and visualize TFs on RViz Adapt the URDF to spawn and control your robot in the Gazebo simulator Who this book is for This book is for engineers, researchers, teachers, students, and hobbyists eager to learn ROS 2 from scratch and build real-world robotics applications efficiently. If you’re struggling to get started with ROS 2 or find existing tutorials overwhelming, then this book is for you. This book teaches you all the basics you need to create your own ROS 2 apps, without prior ROS knowledge. Basic Linux command line and Python programming skills (C++ optional for following the C++ code examples) are necessary.