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Northwestern University

Modern Robotics - Rigid-Body Motions

Northwestern University via YouTube

Overview

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Learn the fundamental mathematical foundations of rigid-body motions in robotics through this comprehensive video lecture series from Northwestern University. Master rotation matrices and their properties, exploring how they represent orientations in 3D space through detailed two-part explanations. Discover angular velocities and their role in describing rotational motion, then delve into exponential coordinates of rotation across two in-depth segments that cover the mathematical framework for representing rotations. Explore homogeneous transformation matrices that combine rotation and translation into unified representations of rigid-body configurations. Study twists through extensive two-part coverage, learning how these six-dimensional vectors elegantly describe the instantaneous motion of rigid bodies. Examine exponential coordinates of rigid-body motion that provide compact parameterizations of general spatial displacements. Conclude with an analysis of wrenches, the dual concept to twists that represents forces and torques acting on rigid bodies, completing your understanding of the mathematical tools essential for modern robotics analysis and control.

Syllabus

Modern Robotics, Chapter 3: Introduction to Rigid-Body Motions
Modern Robotics, Chapter 3.2.1: Rotation Matrices (Part 1 of 2)
Modern Robotics, Chapter 3.2.1: Rotation Matrices (Part 2 of 2)
Modern Robotics, Chapter 3.2.2: Angular Velocities
Modern Robotics, Chapter 3.2.3: Exponential Coordinates of Rotation (Part 1 of 2)
Modern Robotics, Chapter 3.2.3: Exponential Coordinates of Rotation (Part 2 of 2)
Modern Robotics, Chapter 3.3.1: Homogeneous Transformation Matrices
Modern Robotics, Chapter 3.3.2: Twists (Part 1 of 2)
Modern Robotics, Chapter 3.3.2: Twists (Part 2 of 2)
Modern Robotics, Chapter 3.3.3: Exponential Coordinates of Rigid-Body Motion
Modern Robotics, Chapter 3.4: Wrenches

Taught by

Northwestern Robotics

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