VOOZH about

URL: https://www.coursera.org/learn/robotics-foundations-robot-modelling

⇱ Robotics Foundations I - Robot Modelling | Coursera


Robotics Foundations I - Robot Modelling

Ends soon! Keep adding new skills with 10,000+ programs for $239 (usually $399). Save now.

Robotics Foundations I - Robot Modelling

Included with

Gain insight into a topic and learn the fundamentals.
Intermediate level

Recommended experience

2 weeks to complete
at 10 hours a week
Flexible schedule
Learn at your own pace

Gain insight into a topic and learn the fundamentals.
Intermediate level

Recommended experience

2 weeks to complete
at 10 hours a week
Flexible schedule
Learn at your own pace

Skills you'll gain

Details to know

Shareable certificate

Add to your LinkedIn profile

Assessments

12 assignments

Taught in English

There are 6 modules in this course

This course explores the intersection of mechanics, electronics, signal processing, control engineering, computing, and mathematical modeling in robotics, focusing on the intelligent connection between perception and action. It covers the essential roles of modeling and control in both industrial and advanced field/service robots.

Key topics include kinematic models of robot manipulators and mobile robots, the use of the Jacobian for differential kinematics, singular configurations, redundancy analysis, statics models, and inverse kinematics algorithms. Students will learn to derive equations of motion for robotic systems and apply model-based control for trajectory tracking in joint or operational spaces. The course also addresses force and visual control techniques for environmental interactions, parameter estimation methods, nonholonomic constraints for mobile robots, and solutions for trajectory tracking and posture regulation.

In this module, you'll be introduced to the foundational concepts of robotics, including the basics of robots, manipulators, and mobile robots. You'll also explore industrial robotics and the emerging field of advanced robotics, focusing on field and service robots. This comprehensive overview sets the stage for your journey into both traditional and cutting-edge robotics applications.

What's included

5 videos5 readings2 assignments

5 videosTotal 34 minutes
  • Welcome!7 minutes
  • Robot components6 minutes
  • Mobile Robots7 minutes
  • Industrial robotics and advanced robotics7 minutes
  • Advanced Robotics7 minutes
5 readingsTotal 60 minutes
  • Robots and Robotics10 minutes
  • Robot manipulators15 minutes
  • Mobile Robots15 minutes
  • Industrial Robotics10 minutes
  • Field and Service Robots10 minutes
2 assignmentsTotal 45 minutes
  • Industrial robotics and advanced robotics30 minutes
  • Let's practice: Introduction to Robotics15 minutes

This module covers essential concepts in robotics, including various methods for representing orientation such as rotation matrices, minimal representations, and four-parameter representations. Additionally, it explores direct kinematics through topics like homogeneous transformations, the Denavit-Hartenberg convention, and the kinematics of typical manipulator structures.

What's included

6 videos6 readings2 assignments

6 videosTotal 46 minutes
  • Modelling of robot manipulators8 minutes
  • Euler angles8 minutes
  • Angle and Axis8 minutes
  • Direct Kinematics6 minutes
  • Denavit-Hartenberg Convention7 minutes
  • Competition of direct kinematic models9 minutes
6 readingsTotal 150 minutes
  • Rotation Matrix25 minutes
  • Minimal Representations25 minutes
  • Four-parameter Representations25 minutes
  • Homogeneous Transformations25 minutes
  • Denavit-Hartenberg Convention25 minutes
  • Kinematics of Typical Manipulator Structures25 minutes
2 assignmentsTotal 45 minutes
  • Direct Kinematics30 minutes
  • Let's practice: Representation of Orientation15 minutes

This module covers essential topics in robotics, including inverse kinematics for solving the motion of robotic arms and manipulators with spherical wrists. It also explores the Jacobian matrix, covering its geometric interpretation, link velocities, and methods for computation, crucial for understanding robot motion and control.

What's included

5 videos5 readings2 assignments

5 videosTotal 38 minutes
  • The solution of the inverse kinematics problem7 minutes
  • Solution of manipulators8 minutes
  • Differential kinematics model8 minutes
  • Contributions of the Jacobian7 minutes
  • Jacobian Computation8 minutes
5 readingsTotal 120 minutes
  • Solution of Three-link Planar Arm20 minutes
  • Solution of Manipulators with Spherical Wrist25 minutes
  • Geometric Jacobian25 minutes
  • Link Velocities25 minutes
  • Jacobian Computation25 minutes
2 assignmentsTotal 45 minutes
  • Jacobian30 minutes
  • Let's practice: Inverse Kinematics15 minutes

This module delves into advanced topics in robotics kinematics. It covers differential kinematics, including kinematic singularities, inverse differential kinematics, and the analytical Jacobian. Additionally, it explores inverse kinematics algorithms, focusing on closed-loop solutions, orientation error handling, and the application of second-order algorithms with numerical outcomes.

What's included

6 videos6 readings2 assignments

6 videosTotal 49 minutes
  • Kinematics singularities9 minutes
  • Inverse differential kinematics7 minutes
  • Analytical Jacobian7 minutes
  • Closed-loop solutions8 minutes
  • Orientation error8 minutes
  • Algorithms and Results9 minutes
6 readingsTotal 150 minutes
  • Kinematic Singularities25 minutes
  • Inverse Differential Kinematics 25 minutes
  • Analytical Jacobian25 minutes
  • Closed-loop solutions25 minutes
  • Orientation Error20 minutes
  • Second-order Algorithms and Numerical Results30 minutes
2 assignmentsTotal 45 minutes
  • Inverse Kinematics Algorithms30 minutes
  • Let's practice: Differential Kinematics15 minutes

This module explores fundamental concepts in robotics statics and dynamics. Topics include kineto-statics duality and manipulability ellipsoids in statics, and the Lagrange formulation covering kinetic and potential energy, equations of motion, and dynamic model properties.

What's included

5 videos5 readings2 assignments

5 videosTotal 43 minutes
  • Statics8 minutes
  • Manipulability Ellipsoids9 minutes
  • Dynamic models10 minutes
  • Equations of motions6 minutes
  • Notable properties of Dynamic models10 minutes
5 readingsTotal 140 minutes
  • Kineto-Statics Duality25 minutes
  • Manipulability Ellipsoids30 minutes
  • Kinetic Energy and Potential Energy25 minutes
  • Equations of Motion30 minutes
  • Notable Properties of Dynamic Model30 minutes
2 assignmentsTotal 45 minutes
  • Lagrange Formulation30 minutes
  • Let's practice: Statics15 minutes

This module explores advanced concepts in robotics dynamics and formulations. Topics include the dynamic model of a two-link planar arm, operational space dynamic models with dynamic manipulability ellipsoids, and the Newton-Euler formulation covering balance of forces and moments, recursive algorithms, and direct and inverse dynamics calculations.

What's included

5 videos5 readings2 assignments

5 videosTotal 39 minutes
  • Dynamic Model of Two-link Planar Arm8 minutes
  • Space Dynamics8 minutes
  • Balance of forces and moments7 minutes
  • Recursive algorithm6 minutes
  • Direct Dynamics and Inverse Dynamics10 minutes
5 readingsTotal 115 minutes
  • Dynamic Model of Two-link Planar Arm25 minutes
  • Operational Space Dynamic Model and Dynamic Manipulability Ellipsoid Edit Set Access Page Actions25 minutes
  • Balance of Forces and Moments 25 minutes
  • Recursive algorithm20 minutes
  • Direct Dynamics and Inverse Dynamics20 minutes
2 assignmentsTotal 45 minutes
  • Newton-Euler Formulation30 minutes
  • Let's practice: Use of Dynamic Model15 minutes

Instructor

Università di Napoli Federico II
4 Courses767 learners

Explore more from Electrical Engineering

Why people choose Coursera for their career

👁 Image

Felipe M.

Learner since 2018
"To be able to take courses at my own pace and rhythm has been an amazing experience. I can learn whenever it fits my schedule and mood."
👁 Image

Jennifer J.

Learner since 2020
"I directly applied the concepts and skills I learned from my courses to an exciting new project at work."
👁 Image

Larry W.

Learner since 2021
"When I need courses on topics that my university doesn't offer, Coursera is one of the best places to go."
👁 Image

Chaitanya A.

"Learning isn't just about being better at your job: it's so much more than that. Coursera allows me to learn without limits."

Frequently asked questions

To access the course materials, assignments and to earn a Certificate, you will need to purchase the Certificate experience when you enroll in a course. You can try a Free Trial instead, or apply for Financial Aid. The course may offer 'Full Course, No Certificate' instead. This option lets you see all course materials, submit required assessments, and get a final grade. This also means that you will not be able to purchase a Certificate experience.

When you purchase a Certificate you get access to all course materials, including graded assignments. Upon completing the course, your electronic Certificate will be added to your Accomplishments page - from there, you can print your Certificate or add it to your LinkedIn profile.

Yes. In select learning programs, you can apply for financial aid or a scholarship if you can’t afford the enrollment fee. If fin aid or scholarship is available for your learning program selection, you’ll find a link to apply on the description page.

Financial aid available,