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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.

Parametry knihy

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

• Plný název: Innovative Robotics with ROS2 and Python
• Autor: Miguel Farmer, Thompson Carter
• Jazyk: Angličtina
• Vazba: Brožovaná
• Počet stran: 412
• EAN: 9798309473502
• ID: 48087903
• Nakladatelství: Amazon Digital Services LLC - Kdp
• Hmotnost: 712 g
• Rozměry: 254 × 178 × 21 mm
• Datum vydání: 13. February 2025

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