Modern Robotics, Course 1: Foundations of Robot Motion
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Modern Robotics, Course 1: Foundations of Robot Motion
This course is part of Modern Robotics: Mechanics, Planning, and Control Specialization
Instructor: Kevin Lynch
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There are 5 modules in this course
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.
Introduction to the specialization, the Modern Robotics code library, the CoppeliaSim robot simulator, and the lightboard video-generation tool.
What's included
2 videos5 readings1 discussion prompt
2 videosβ’Total 2 minutes
- Welcome and Acknowledgmentsβ’1 minute
- Introduction to the Lightboardβ’2 minutes
5 readingsβ’Total 185 minutes
- Welcome to the Specialization!β’10 minutes
- Modern Robotics (MR) Code Library and Your Programming Languageβ’10 minutes
- CoppeliaSim Robot Simulatorβ’120 minutes
- How to Make This Course Successfulβ’5 minutes
- (Optional) Chapter 1β’40 minutes
1 discussion promptβ’Total 10 minutes
- CoppeliaSim Tipsβ’10 minutes
Configuration space and degrees of freedom of rigid bodies and robots.
What's included
3 videos2 readings3 assignments1 discussion prompt
3 videosβ’Total 13 minutes
- Foundations of Robot Motionβ’2 minutes
- Degrees of Freedom of a Rigid Body (Chapter 2 through 2.1)β’5 minutes
- Degrees of Freedom of a Robot (Chapter 2.2)β’6 minutes
2 readingsβ’Total 50 minutes
- Welcome to Course 1, Foundations of Robot Motionβ’10 minutes
- Chapter 2 through 2.2β’40 minutes
3 assignmentsβ’Total 110 minutes
- Lecture Comprehension, Degrees of Freedom of a Rigid Body (Chapter 2 through 2.1)β’30 minutes
- Lecture Comprehension, Degrees of Freedom of a Robot (Chapter 2.2)β’30 minutes
- Chapter 2 through 2.2, Configuration Spaceβ’50 minutes
1 discussion promptβ’Total 10 minutes
- Degrees of Freedom of the Human Armβ’10 minutes
Configuration space topology and representation; configuration and velocity constraints; task space and workspace.
What's included
4 videos1 reading5 assignments1 discussion prompt
4 videosβ’Total 14 minutes
- Configuration Space Topology (Chapter 2.3.1)β’5 minutes
- Configuration Space Representation (Chapter 2.3.2)β’4 minutes
- Configuration and Velocity Constraints (Chapter 2.4)β’4 minutes
- Task Space and Workspace (Chapter 2.5)β’2 minutes
1 readingβ’Total 60 minutes
- Chapters 2.3-2.5β’60 minutes
5 assignmentsβ’Total 170 minutes
- Lecture Comprehension, Configuration Space Topology (Chapter 2.3.1)β’30 minutes
- Lecture Comprehension, Configuration Space Representation (Chapter 2.3.2)β’30 minutes
- Lecture Comprehension, Configuration and Velocity Constraints (Chapter 2.4)β’30 minutes
- Lecture Comprehension, Task Space and Workspace (Chapter 2.5)β’30 minutes
- Chapter 2.3 through 2.5, Configuration Spaceβ’50 minutes
1 discussion promptβ’Total 10 minutes
- Topological Equivalenceβ’10 minutes
Rigid-body motions, rotation matrices, angular velocities, and exponential coordinates of rotation.
What's included
6 videos1 reading7 assignments1 discussion prompt
6 videosβ’Total 18 minutes
- Introduction to Rigid-Body Motions (Chapter 3 through 3.1)β’2 minutes
- Rotation Matrices (Chapter 3.2.1, Part 1 of 2)β’3 minutes
- Rotation Matrices (Chapter 3.2.1, Part 2 of 2)β’4 minutes
- Angular Velocities (Chapter 3.2.2)β’3 minutes
- Exponential Coordinates of Rotation (Chapter 3.2.3, Part 1 of 2)β’2 minutes
- Exponential Coordinates of Rotation (Chapter 3.2.3, Part 2 of 2)β’4 minutes
1 readingβ’Total 60 minutes
- Chapter 3 through 3.2β’60 minutes
7 assignmentsβ’Total 300 minutes
- Lecture Comprehension, Introduction to Rigid-Body Motions (Chapter 3 through 3.1)β’30 minutes
- Lecture Comprehension, Rotation Matrices (Chapter 3.2.1, Part 1 of 2)β’30 minutes
- Lecture Comprehension, Rotation Matrices (Chapter 3.2.1, Part 2 of 2)β’30 minutes
- Lecture Comprehension, Angular Velocities (Chapter 3.2.2)β’30 minutes
- Lecture Comprehension, Exponential Coordinates of Rotation (Chapter 3.2.3, Part 1 of 2)β’30 minutes
- Lecture Comprehension, Exponential Coordinates of Rotation (Chapter 3.2.3, Part 2 of 2)β’30 minutes
- Chapter 3 through 3.2, Rigid-Body Motionsβ’120 minutes
1 discussion promptβ’Total 10 minutes
- Other Representations of Orientationβ’10 minutes
Homogeneous transformation matrices, twists, screws, exponential coordinates of rigid-body motion, and wrenches.
What's included
5 videos1 reading6 assignments1 peer review1 discussion prompt
5 videosβ’Total 22 minutes
- Homogeneous Transformation Matrices (Chapter 3.3 through 3.3.1)β’6 minutes
- Twists (Chapter 3.3.2, Part 1 of 2)β’5 minutes
- Twists (Chapter 3.3.2, Part 2 of 2)β’3 minutes
- Exponential Coordinates of Rigid-Body Motion (Chapter 3.3.3)β’5 minutes
- Wrenches (Chapter 3.4)β’3 minutes
1 readingβ’Total 60 minutes
- Chapters 3.3 and 3.4β’60 minutes
6 assignmentsβ’Total 270 minutes
- Lecture Comprehension, Homogeneous Transformation Matrices (Chapter 3 through 3.3.1)β’30 minutes
- Lecture Comprehension, Twists (Chapter 3.3.2, Part 1 of 2)β’30 minutes
- Lecture Comprehension, Twists (Chapter 3.3.2, Part 2 of 2)β’30 minutes
- Lecture Comprehension, Exponential Coordinates of Rigid-Body Motion (Chapter 3.3.3)β’30 minutes
- Lecture Comprehension, Wrenches (Chapter 3.4)β’30 minutes
- Chapters 3.3 and 3.4, Rigid-Body Motions β’120 minutes
1 peer reviewβ’Total 60 minutes
- Modern Robotics Course 1 (Foundations of Robot Motion) Projectβ’60 minutes
1 discussion promptβ’Total 10 minutes
- Screws, Twists, and Exponential Coordinates, Oh My!β’10 minutes
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Reviewed on May 28, 2020
Excellent introduction to the course, for someone who has been 4 years out of academic life I found it challenging yet satisfying to retake linear algebra concepts
Reviewed on Mar 4, 2023
THe course could use more problem solving exemples and there is some information you have to figure out on your own. But overall very interesting.
Reviewed on Dec 29, 2021
Very Engineering driven course and you better be ready for the calculations... Made for Engineers.Coming from an Electrical/Electronic background it was really intuitive. I plan on continuing...
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