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Modern Robotics, Course 5: Robot Manipulation and Wheeled Mobile Robots · LearnSpace
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Modern Robotics, Course 5: Robot Manipulation and Wheeled Mobile Robots

Курс от Northwestern University
Средний≈ 35.1 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

Do you want to know how robots work? Are you interested in robotics as a career? Are you willing to invest the effort to learn fundamental mathematical modeling techniques that are used in all subfields of robotics? If so, then the "Modern Robotics: Mechanics, Planning, and Control" specialization may be for you. This specialization, consisting of six short courses, is serious preparation for serious students who hope to work in the field of robotics or to undertake advanced study. It is not a sampler. In Course 5 of the specialization, Robot Motion Planning and Wheeled Mobile Robots, we delve into advanced topics in robotics. Chapter 12, Grasping and Manipulation, of the "Modern Robotics" textbook covers the modeling of kinematics and forces between rigid bodies in contact, and applies the modeling to analysis and planning of robot grasping and other manipulation tasks. Chapter 13, Wheeled Mobile Robots, covers modeling, motion planning, and feedback control of omnidirectional and nonholonomic wheeled mobile robots, and concludes by addressing control of mobile manipulators consisting of a wheeled mobile base and a robot arm. This course follows the textbook "Modern Robotics: Mechanics, Planning, and Control" (Lynch and Park, Cambridge University Press 2017). You can purchase the book or use the free preprint pdf. You will build on a library of robotics software in the language of your choice (among Python, Mathematica, and MATLAB) and use the free cross-platform robot simulator V-REP, which allows you to work with state-of-the-art robots in the comfort of your own home and with zero financial investment.

Навыки, которые вы освоите

RoboticsControl SystemsGraphical ToolsMechanicsEngineering CalculationsTorque (Physics)Linear AlgebraEstimationMathematical ModelingApplied MathematicsMechanical Engineering

Программа курса

4 модулей · 66 учебных материалов

01Chapter 12: Grasping and Manipulation (Part 1 of 2)20 материалов

Chapter 12 through 12.1

Welcome to Course 5, Robot Manipulation and Wheeled Mobile RobotsЧтениеHow to Make This Course SuccessfulЧтениеChapter 12 through 12.1ЧтениеGrasping and Manipulation (Chapter 12)Видео

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Kevin Lynch

Professor

Modern Robotics, Course 5:  Robot Manipulation and Wheeled Mobile Robots
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Обучение на Coursera

≈ 35.1 ч

4 модулей

Язык: Английский

Субтитры: Арабский, Французский, Бенгальский, Украинский, Китайский (Китай), Греческий, Итальянский, Бразильский португальский, Нидерландский, Корейский, Немецкий, Пушту, Урду, Русский, Тайский, Индонезийский, Шведский, Турецкий, Азербайджанский, Испанский, Дари, Хинди, Японский, Казахский, Венгерский, Польский

Часть программы вашего университета
Lecture Comprehension, Grasping and Manipulation (Chapter 12)Задание
First-Order Analysis of a Single Contact (Chapter 12.1.1)Видео
Lecture Comprehension, First-Order Analysis of a Single Contact (Chapter 12.1.1)Задание
Contact Types: Rolling, Sliding, and Breaking (Chapter 12.1.2)Видео
Lecture Comprehension, Contact Types: Rolling, Sliding, and Breaking (Chapter 12.1.2)Задание
Multiple Contacts (Chapter 12.1.3)Видео
Lecture Comprehension, Multiple Contacts (Chapter 12.1.3)Задание
Planar Graphical Methods (Chapter 12.1.6, Part 1 of 2)Видео
Lecture Comprehension, Planar Graphical Methods (Chapter 12.1.6, Part 1 of 2)Задание
Centers of Rotation for a Forward-Only CarОбсуждение
Planar Graphical Methods (Chapter 12.1.6, Part 2 of 2)Видео
Lecture Comprehension, Planar Graphical Methods (Chapter 12.1.6, Part 2 of 2)Задание
Form Closure (Chapter 12.1.7)Видео
Lecture Comprehension, Form Closure (Chapter 12.1.7)Задание
Chapter 12 through 12.1, Grasping and ManipulationЗадание
Evaluating Form ClosureВзаимная проверка
02Chapter 12: Grasping and Manipulation (Part 2 of 2)16 материалов

Chapter 12.2 through 12.3

Chapter 12.2 through 12.3ЧтениеFriction (Chapter 12.2.1)ВидеоLecture Comprehension, Friction (Chapter 12.2.1)ЗаданиеPlanar Graphical Methods (Chapter 12.2.2)ВидеоLecture Comprehension, Planar Graphical Methods (Chapter 12.2.2)ЗаданиеForce Closure (Chapter 12.2.3)ВидеоLecture Comprehension, Force Closure (Chapter 12.2.3)ЗаданиеPlanar Force Closure with Two FingersОбсуждениеDuality of Force and Motion Freedoms (Chapter 12.2.4)ВидеоLecture Comprehension, Duality of Force and Motion Freedoms (Chapter 12.2.4)ЗаданиеManipulation and the Meter-Stick Trick (Chapter 12.3)ВидеоLecture Comprehension, Manipulation and the Meter-Stick Trick (Chapter 12.3)ЗаданиеTransport of an Assembly (Chapter 12.3)ВидеоLecture Comprehension, Transport of an Assembly (Chapter 12.3)ЗаданиеChapter 12.2 through 12.3, Grasping and ManipulationЗаданиеDetermining the Stability of an AssemblyВзаимная проверка
03Chapter 13: Wheeled Mobile Robots (Part 1 of 2)11 материалов

Chapter 13.1 through 13.3.1

Chapter 13 through 13.3.1ЧтениеWheeled Mobile Robots (Chapter 13.1)ВидеоLecture Comprehension, Wheeled Mobile Robots (Chapter 13.1)ЗаданиеOmnidirectional Wheeled Mobile Robots (Chapter 13.2, Part 1 of 2)ВидеоLecture Comprehension, Omnidirectional Wheeled Mobile Robots (Chapter 13.2, Part 1 of 2)ЗаданиеOmnidirectional Wheeled Robots with Conventional WheelsОбсуждениеOmnidirectional Wheeled Mobile Robots (Chapter 13.2, Part 2 of 2)ВидеоLecture Comprehension, Omnidirectional Wheeled Mobile Robots (Chapter 13.2, Part 2 of 2)ЗаданиеModeling of Nonholonomic Wheeled Mobile Robots (Chapter 13.3.1)ВидеоLecture Comprehension, Modeling of Nonholonomic Wheeled Mobile Robots (Chapter 13.3.1)ЗаданиеChapter 13 through 13.3.1, Wheeled Mobile RobotsЗадание
04Chapter 13: Wheeled Mobile Robots (Part 2 of 2)19 материалов

Chapter 13.3.2 through 13.5

Chapter 13.3.2 through 13.5ЧтениеControllability of Wheeled Mobile Robots (Chapter 13.3.2, Part 1 of 4)ВидеоLecture Comprehension, Controllability of Wheeled Mobile Robots (Chapter 13.3.2, Part 1 of 4)ЗаданиеControllability of Wheeled Mobile Robots (Chapter 13.3.2, Part 2 of 4)ВидеоLecture Comprehension, Controllability of Wheeled Mobile Robots (Chapter 13.3.2, Part 2 of 4)ЗаданиеControllability of Wheeled Mobile Robots (Chapter 13.3.2, Part 3 of 4)ВидеоLecture Comprehension, Controllability of Wheeled Mobile Robots (Chapter 13.3.2, Part 3 of 4)ЗаданиеControllability of Wheeled Mobile Robots (Chapter 13.3.2, Part 4 of 4)ВидеоLecture Comprehension, Controllability of Wheeled Mobile Robots (Chapter 13.3.2, Part 4 of 4)ЗаданиеControllability of the Forward-Only CarОбсуждениеMotion Planning for Nonholonomic Mobile Robots (Chapter 13.3.3)ВидеоLecture Comprehension, Motion Planning for Nonholonomic Mobile Robots (Chapter 13.3.3)ЗаданиеFeedback Control for Nonholonomic Mobile Robots (Chapter 13.3.4)ВидеоLecture Comprehension, Feedback Control for Nonholonomic Mobile Robots (Chapter 13.3.4)ЗаданиеOdometry (Chapter 13.4)ВидеоLecture Comprehension, Odometry (Chapter 13.4)ЗаданиеMobile Manipulation (Chapter 13.5)ВидеоLecture Comprehension, Mobile Manipulation (Chapter 13.5)ЗаданиеChapter 13.3.2 through 13.5, Wheeled Mobile RobotsЗадание