Packt

Robot Modeling, Simulation, and Control with ROS 2

Packt

Robot Modeling, Simulation, and Control with ROS 2

包含在 Coursera Plus

深入了解一个主题并学习基础知识。
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7 小时 完成
灵活的计划
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深入了解一个主题并学习基础知识。
中级 等级

推荐体验

7 小时 完成
灵活的计划
自行安排学习进度

您将学到什么

  • Model and simulate robots in realistic ROS 2 environments

  • Control robot behavior using ros2_control and BehaviorTree.CPP

  • Implement navigation, manipulation, and perception with Nav2 and MoveIt 2

要了解的详细信息

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最近已更新!

May 2026

作业

7 项作业

授课语言:英语(English)

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Petrobras, TATA, Danone, Capgemini, P&G 和 L'Oreal 的徽标

积累特定领域的专业知识

本课程是 Mastering ROS 2 for Robotics Programming 专项课程 专项课程的一部分
在注册此课程时,您还会同时注册此专项课程。
  • 向行业专家学习新概念
  • 获得对主题或工具的基础理解
  • 通过实践项目培养工作相关技能
  • 获得可共享的职业证书

该课程共有7个模块

This module introduces the fundamentals of robot 3D modeling in ROS 2, including the use of CAD tools, URDF/Xacro formats, and visualization techniques. Learners will gain hands-on experience exporting CAD models to URDF, configuring robot components, and visualizing models in RViz. Practical workflows using Fusion 360 and VS Code Dev Containers are also covered.

涵盖的内容

1个视频12篇阅读材料1个作业

This module introduces learners to simulating robots using advanced tools such as Gazebo and Webots. You will explore the process of creating 3D robot models, configuring simulation files, and integrating simulations with ROS 2. By the end, you'll be able to compare simulator features and run simulations for both custom and existing robots.

涵盖的内容

1个视频9篇阅读材料1个作业

This module introduces the ros2_control framework, guiding learners through its architecture, the process of adding and managing controllers, and hands-on interaction using command-line tools. Learners will also gain experience compiling and integrating custom controller plugins into a ROS 2 system.

涵盖的内容

1个视频5篇阅读材料1个作业

This module introduces the fundamentals of Behavior Trees (BTs) and demonstrates how to implement them in ROS 2 applications using the BehaviorTree.CPP library. Learners will explore BT node structures, integrate BTs with ROS 2 nodes and actions, and utilize the blackboard for data sharing. By the end, participants will be able to coordinate complex robotic behaviors through modular and maintainable code.

涵盖的内容

1个视频7篇阅读材料1个作业

This module introduces the ROS 2 Navigation Stack (Nav2), exploring its modular architecture, core components, and practical applications in autonomous robot navigation and mapping. Learners will gain hands-on experience with simulation demos, launch file configuration, and real-world case studies, including hospital delivery robots. By the end, you'll understand how to set up, customize, and deploy Nav2 for various robotics scenarios.

涵盖的内容

1个视频10篇阅读材料1个作业

This module guides learners through configuring and using MoveIt 2 for advanced robotic arm manipulation. You will prepare robot models, set up motion planning in simulated environments, and implement obstacle detection using sensors. By the end, you'll be able to plan and execute complex robot motions while accounting for real-world constraints.

涵盖的内容

1个视频7篇阅读材料1个作业

This module introduces the integration of ROS 2 with perception tools such as OpenCV and NVIDIA Isaac ROS, enabling robots to process and interpret sensory data. Learners will explore camera calibration, depth sensing, and GPU-accelerated image processing to enhance robotic perception capabilities. Practical exercises include working with fiducial markers for pose estimation and optimizing performance for real-world robotics applications.

涵盖的内容

1个视频6篇阅读材料1个作业

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