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Robotics: Kinematics and Mathematical Foundations

University of Pennsylvania via edX

students interested
  • Provider edX
  • Subject Robotics
  • $ Cost Free Online Course
  • Session Self Paced
  • Language English
  • Certificate $349 Certificate Available
  • Effort 8-10 hours a week
  • Start Date
  • Duration 12 weeks long

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Overview

Welcome to the first course in the Robotics MicroMasters series. This is an advanced course designed for learners who have a bachelor's degree in engineering or a similar field.

Learners will succeed in this course if they have familiarity with basic operations on matrices and vectors, as well as exposure to derivatives and partial derivatives.

The fundamental challenge this course addresses is how one can create robots that operate well in the real world.

Syllabus

Math Fundamentals
Week 1: Vector spaces, inner products, vector norms, orthogonality
Week 2: Linear transformations, matrix multiplication, matrix groups
Week 3: Coordinate transformations, rigid transformations, rotation matrices quaternions, Matrix groups SE(2) and SE(3)
Week 4: Project

Robot Kinematics
Week 5: Kinematic chains, forward kinematics,
Week 6: Inverse kinematics
Week 7: Parallel mechanisms
Week 8: Project

Kinematic Path Planning
Week 9: Graph based methods, Dijkstra’s method, A*Star
Week 10: RRT, configuration space
Week 11: Artificial potential fields
Week 12: Project

Taught by

Camillo J. Taylor and Mark Yim

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Review for edX's Robotics: Kinematics and Mathematical Foundations
1.0 Based on 1 reviews

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Anonymous
1.0 4 months ago
Anonymous dropped this course.
Absolutely terrible. So, based on the simple (as it seems) prerequisites you hoped to jump into this one and learn some basics behind the advanced topic of robotics? Tough luck, buddy. I've managed to complete a first few weeks and the problems popped up as mushrooms after the warm summer rain right at the beginning. "Lectures" consist of a few short (5-10 minutes) video segments consisting mainly of animated slides dealing with seemingly elementary subject, where practical examples and detailed theory are probably left to the "course" follower to investigate on his own. Then there's the homew…
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