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Modern Robotics, Course 1: Foundations of Robot Motion · LearnSpace
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Modern Robotics, Course 1: Foundations of Robot Motion

Курс от Northwestern University
Средний≈ 24.1 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 1 of the specialization, Foundations of Robot Motion, you will learn fundamental material regarding robot configurations, for both serial robot mechanisms and robots with closed chains. You will learn about configuration space (C-space), degrees of freedom, C-space topology, implicit and explicit representations of configurations, and holonomic and nonholonomic constraints. You will also learn how to represent spatial velocities and forces as twists and wrenches. This material is at the core of the study of anything that moves (e.g., robots). 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

RoboticsMathematical ModelingMathematical SoftwareApplied MathematicsControl SystemsMechanicsSimulation and Simulation SoftwareEngineeringPhysicsDifferential EquationsMatlab

Программа курса

5 модулей · 57 учебных материалов

01Introduction to Modern Robotics8 материалов

Welcome!

Welcome to the Specialization!ЧтениеModern Robotics (MR) Code Library and Your Programming LanguageЧтениеCoppeliaSim Robot SimulatorЧтениеCoppeliaSim TipsОбсуждение

Учитесь у экспертов

Kevin Lynch

Professor

Modern Robotics, Course 1:  Foundations of Robot Motion
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Обучение на Coursera

≈ 24.1 ч

5 модулей

Язык: Английский

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

Часть программы вашего университета
Welcome and AcknowledgmentsВидео
Introduction to the LightboardВидео
How to Make This Course SuccessfulЧтение
(Optional) Chapter 1Чтение
02Chapter 2: Configuration Space (Part 1 of 2)9 материалов

Chapter 2 through 2.2

Welcome to Course 1, Foundations of Robot MotionЧтениеChapter 2 through 2.2ЧтениеFoundations of Robot MotionВидеоDegrees of Freedom of a Rigid Body (Chapter 2 through 2.1)ВидеоLecture Comprehension, Degrees of Freedom of a Rigid Body (Chapter 2 through 2.1)ЗаданиеDegrees of Freedom of a Robot (Chapter 2.2)ВидеоLecture Comprehension, Degrees of Freedom of a Robot (Chapter 2.2)ЗаданиеDegrees of Freedom of the Human ArmОбсуждениеChapter 2 through 2.2, Configuration SpaceЗадание
03Chapter 2: Configuration Space (Part 2 of 2)11 материалов

Chapters 2.3-2.5

Chapters 2.3-2.5ЧтениеConfiguration Space Topology (Chapter 2.3.1)ВидеоLecture Comprehension, Configuration Space Topology (Chapter 2.3.1)ЗаданиеTopological EquivalenceОбсуждениеConfiguration Space Representation (Chapter 2.3.2)ВидеоLecture Comprehension, Configuration Space Representation (Chapter 2.3.2)ЗаданиеConfiguration and Velocity Constraints (Chapter 2.4)ВидеоLecture Comprehension, Configuration and Velocity Constraints (Chapter 2.4)ЗаданиеTask Space and Workspace (Chapter 2.5)ВидеоLecture Comprehension, Task Space and Workspace (Chapter 2.5)ЗаданиеChapter 2.3 through 2.5, Configuration SpaceЗадание
04Chapter 3: Rigid-Body Motions (Part 1 of 2)15 материалов

Chapter 3 through 3.2

Chapter 3 through 3.2ЧтениеIntroduction to Rigid-Body Motions (Chapter 3 through 3.1)ВидеоLecture Comprehension, Introduction to Rigid-Body Motions (Chapter 3 through 3.1)ЗаданиеRotation Matrices (Chapter 3.2.1, Part 1 of 2)ВидеоLecture Comprehension, Rotation Matrices (Chapter 3.2.1, Part 1 of 2)ЗаданиеOther Representations of OrientationОбсуждениеRotation Matrices (Chapter 3.2.1, Part 2 of 2)ВидеоLecture Comprehension, Rotation Matrices (Chapter 3.2.1, Part 2 of 2)ЗаданиеAngular Velocities (Chapter 3.2.2)ВидеоLecture Comprehension, Angular Velocities (Chapter 3.2.2)ЗаданиеExponential Coordinates of Rotation (Chapter 3.2.3, Part 1 of 2)ВидеоLecture Comprehension, Exponential Coordinates of Rotation (Chapter 3.2.3, Part 1 of 2)ЗаданиеExponential Coordinates of Rotation (Chapter 3.2.3, Part 2 of 2)ВидеоLecture Comprehension, Exponential Coordinates of Rotation (Chapter 3.2.3, Part 2 of 2)ЗаданиеChapter 3 through 3.2, Rigid-Body MotionsЗадание
05Chapter 3: Rigid-Body Motions (Part 2 of 2)14 материалов

Chapters 3.3 and 3.4

Chapters 3.3 and 3.4ЧтениеHomogeneous Transformation Matrices (Chapter 3.3 through 3.3.1)ВидеоLecture Comprehension, Homogeneous Transformation Matrices (Chapter 3 through 3.3.1)ЗаданиеTwists (Chapter 3.3.2, Part 1 of 2)ВидеоLecture Comprehension, Twists (Chapter 3.3.2, Part 1 of 2)ЗаданиеTwists (Chapter 3.3.2, Part 2 of 2)ВидеоLecture Comprehension, Twists (Chapter 3.3.2, Part 2 of 2)ЗаданиеExponential Coordinates of Rigid-Body Motion (Chapter 3.3.3)ВидеоLecture Comprehension, Exponential Coordinates of Rigid-Body Motion (Chapter 3.3.3)ЗаданиеScrews, Twists, and Exponential Coordinates, Oh My!ОбсуждениеWrenches (Chapter 3.4)ВидеоLecture Comprehension, Wrenches (Chapter 3.4)ЗаданиеChapters 3.3 and 3.4, Rigid-Body Motions ЗаданиеModern Robotics Course 1 (Foundations of Robot Motion) ProjectВзаимная проверка