ROS机器人编程实战:第三版

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"Effective Robotics Programming with ROS Third Edition" 《Effective Robotics Programming with ROS》是关于ROS(Robot Operating System,机器人操作系统)的第三版电子书,由Anil Mahtani、Luis Sánchez、Enrique Fernández和Aaron Martinez合著。这本书旨在帮助读者掌握构建强大机器人的所有必要知识,使用的是ROS的最新版本。 ROS是机器人学领域广泛使用的开源框架,它提供了一个软件平台,让开发者能够轻松地创建复杂的机器人应用。书中详细介绍了如何利用ROS进行有效的机器人编程,涵盖了从基础概念到高级主题的广泛内容。 在ROS的学习过程中,读者会了解到以下关键知识点: 1. **ROS基础知识**:包括ROS的工作原理,如节点、消息传递、服务、参数服务器和图结构。理解这些基本组件是构建ROS系统的基石。 2. **开发环境设置**:如何安装ROS,配置工作空间,以及设置开发工具链,例如使用catkin用于构建和管理ROS项目。 3. **传感器和执行器接口**:ROS如何处理各种传感器数据(如摄像头、激光雷达和IMU)以及如何控制执行器(如电机和伺服)。书中会介绍如何编写驱动程序和处理传感器数据的节点。 4. **导航和移动机器人**:ROS中的导航堆栈介绍,包括路径规划、定位、映射和避障算法。学习如何让机器人自主导航并适应不同的环境。 5. **机器人建模与仿真**:了解如何使用Gazebo进行机器人仿真,测试和验证你的ROS系统在虚拟环境中运行的效果。 6. **计算机视觉和人工智能**:ROS如何与OpenCV等库集成,实现图像处理和物体识别。此外,可能还会涉及深度学习技术在ROS中的应用。 7. **多机器人协作**:ROS如何支持多个机器人之间的通信和协调,实现协作任务。 8. **软件工程实践**:良好的编程习惯,如代码组织、测试和调试,以及如何编写可复用和可扩展的ROS组件。 9. **ROS2新特性**:第三版可能会涵盖ROS2的新特性和改进,如DDS(Data Distribution Service)作为底层通信协议,增强了实时性能和安全性。 10. **案例研究和项目**:书中可能包含实际机器人项目的例子,让读者有机会将理论知识应用于实践中。 通过学习《Effective Robotics Programming with ROS》,读者不仅可以深入理解ROS的工作机制,还能获得构建和调试实际机器人系统的实践经验。无论你是ROS初学者还是经验丰富的开发者,这本书都能提供宝贵的指导,提升你的机器人编程能力。
2016-12-30 上传
Effective Robotics Programming with ROS - Third Edition English | 27 Dec. 2016 | ISBN: 1786463652 | 468 Pages | AZW3/MOBI/EPUB/PDF (conv) | 59.11 MB Find out everything you need to know to build powerful robots with the most up-to-date ROS About This Book This comprehensive, yet easy-to-follow guide will help you find your way through the ROS framework Successfully design and simulate your 3D robot model and use powerful robotics algorithms and tools to program and set up your robots with an unparalleled experience by using the exciting new features from Robot Kinetic Use the latest version of gazebo simulator, OpenCV 3.0, and C++11 standard for your own algorithms Who This Book Is For This book is suitable for an ROS beginner as well as an experienced ROS roboticist or ROS user or developer who is curious to learn ROS Kinetic and its features to make an autonomous Robot. The book is also suitable for those who want to integrate sensors and embedded systems with other software and tools using ROS as a framework. What You Will Learn Understand the concepts of ROS, the command-line tools, visualization GUIs, and how to debug ROS Connect robot sensors and actuators to ROS Obtain and analyze data from cameras and 3D sensors Use Gazebo for robot/sensor and environment simulation Design a robot and see how to make it map the environment, navigate autonomously, and manipulate objects in the environment using MoveIt! Add vision capabilities to the robot using OpenCV 3.0 Add 3D perception capabilities to the robot using the latest version of PCL In Detail Building and programming a robot can be cumbersome and time-consuming, but not when you have the right collection of tools, libraries, and more importantly expert collaboration. ROS enables collaborative software development and offers an unmatched simulated environment that simplifies the entire robot building process. This book is packed with hands-on examples that will help you program your robot and give you complete solutions using open source ROS libraries and tools. It also shows you how to use virtual machines and Docker containers to simplify the installation of Ubuntu and the ROS framework, so you can start working in an isolated and control environment without changing your regular computer setup. It starts with the installation and basic concepts, then continues with more complex modules available in ROS such as sensors and actuators integration (drivers), navigation and mapping (so you can create an autonomous mobile robot), manipulation, Computer Vision, perception in 3D with PCL, and more. By the end of the book, you'll be able to leverage all the ROS Kinetic features to build a fully fledged robot for all your needs. Style and approach This book is packed with hands-on examples that will help you program your robot and give you complete solutions using ROS open source libraries and tools. All the robotics concepts and modules are explained and multiple examples are provided so that you can understand them easily.