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Cacace J. Ultimate Robotics Programming with ROS 2 and Python...2024
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Description:
Textbook in PDF format
Ultimate Robotics Programming with ROS 2 and Python: ΠΏΡΠΎΠ΅ΠΊΡΠΈΡΠΎΠ²Π°Π½ΠΈΠ΅, ΡΠ°Π·ΡΠ°Π±ΠΎΡΠΊΠ° ΠΈ ΡΠ΅Π°Π»ΠΈΠ·Π°ΡΠΈΡ ΠΈΠ½ΡΠ΅Π»Π»Π΅ΠΊΡΡΠ°Π»ΡΠ½ΡΡ ΡΠΎΠ±ΠΎΡΠΎΡΠ΅Ρ Π½ΠΈΡΠ΅ΡΠΊΠΈΡ ΠΏΡΠΈΠ»ΠΎΠΆΠ΅Π½ΠΈΠΉ Ρ ΡΠ°ΡΡΠΈΡΠ΅Π½Π½ΠΎΠΉ Π½Π°Π²ΠΈΠ³Π°ΡΠΈΠ΅ΠΉ, ΠΌΠΎΠ΄Π΅Π»ΠΈΡΠΎΠ²Π°Π½ΠΈΠ΅ΠΌ ΠΈ ΠΊΠΎΠΌΠΏΡΡΡΠ΅ΡΠ½ΡΠΌ Π·ΡΠ΅Π½ΠΈΠ΅ΠΌ Π΄Π»Ρ ΠΌΠΎΠ±ΠΈΠ»ΡΠ½ΡΡ ΠΈ ΠΏΡΠΎΠΌΡΡΠ»Π΅Π½Π½ΡΡ ΡΠΎΠ±ΠΎΡΠΎΠ²
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.
Book DescriptionRobo
t 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 you will 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.
Introduction to Robot Operating System 2
Hands-on ROS 2 Programming Using Python
Supplementary Tools for ROS 2
Robot Visualization and Simulation
Writing Tests Using Pytest for ROS 2 Nodes
Controlling an Inverted Pendulum with a PID Controller
Laser-based Obstacle Avoidance with a Wheeled Mobile Robot
ROS 2 Behaviour Trees Using Python
Surveillance System Using Behaviour Trees
Robot Navigation Using ROS 2 Navigation Stack (Nav2)
Robot Arm Control Using MoveIt 2
Programming Aerial Robots Using ROS 2
Computer Vision Using ROS 2
Object Detection Using ROS 2
Using Large Language Models with ROS 2
Deep Reinforcement Learning Using ROS 2
Index