[ FreeCourseWeb ] Udemy - ROS for Beginners II - Localization, Navigation and SLAM
- CategoryOther
- TypeTutorials
- LanguageEnglish
- Total size1.4 GB
- Uploaded Byfreecoursewb
- Downloads46
- Last checkedOct. 13th '20
- Date uploadedOct. 10th '20
- Seeders 3
- Leechers2
[ FreeCourseWeb.com ] ROS for Beginners II: Localization, Navigation and SLAM
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Genre: eLearning | MP4 | Video: h264, 1280x720 | Audio: aac, 44100 Hz
Language: English | VTT | Size: 1.47 GB | Duration: 3.5 hours
What you'll learn
Theoretical foundations of 2D and 3D localization
Transformation between frames in 2D and 3D Spaces
The powerful feature of the tf package to represent frames and perform transformation and localization
Theoretical foundation of localization and mapping (SLAM)
Background on navigation concepts (global path planning, local path planning, collision avoidance)
Difference between Map-Based Navigation and Reactive Navigation
The navigation stack of ROS (move_base, amcl, gmapping)
Requirements
Prior knowledge of the basic concepts of the Robot Operating System (ROS) (required)
Knowledge in C++ and/or Python Programming language
Background on the concepts of Linear Algebra, Trigonometry and Geometry
Want to learn ROS
Eager to learn robotics navigation
Description
Overview
Localization, mapping and navigation are fundamental topics in Robot Operating System (ROS) and mobile robots. However, it is very complex to learn. Usually, beginners find it difficult to even know from where to start. The typical tutorials in ROS gives high-level information about how to run ROS nodes to performs mapping and navigation, but they do not give any details about the technical aspects. Some other courses focus more on the technical aspects, which is mathematically complex, but does not give a clear link to how these concepts are tied with the ROS navigation stack.
This course addresses this gap and follows a practical approach to introduce new learners to mobile robots navigation foundations and how it is implemented in ROS. The course is designed to introduce you to the world of mobile robot navigation in a quick and effective manner.
In this course, I presented a detailed coverage of the most important package in ROS for navigation: the tf package! Without understanding this package, it will be difficult to deeply understand how navigation works in ROS. Although there are tf tutorials, tf package heavily relies on important theoretical concepts not presented in ROS tutorials. This courses provides a systematic introduction to the necessary theoretical background and complement with nstration and programming activities of the tf package utilities and API.
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Files:
- [ FreeCourseWeb.com ] Udemy - ROS for Beginners II - Localization, Navigation and SLAM.zip (1.4 GB)
Code:
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