VOOZH about

URL: https://www.coursera.org/learn/modernrobotics-course4

⇱ Modern Robotics, Course 4: Robot Motion Planning and Control | Coursera


Modern Robotics, Course 4: Robot Motion Planning and Control

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

Modern Robotics, Course 4: Robot Motion Planning and Control

15,940 already enrolled

Included with

β€’

Learn more

Gain insight into a topic and learn the fundamentals.
4.8

140 reviews

Intermediate level
Some related experience required
3 weeks to complete
at 10 hours a week

Gain insight into a topic and learn the fundamentals.
4.8

140 reviews

Intermediate level
Some related experience required
3 weeks to complete
at 10 hours a week

Details to know

Shareable certificate

Add to your LinkedIn profile

Assessments

27 assignments

Taught in English
Flexible schedule
Learn at your own pace

Build your subject-matter expertise

This course is part of the Modern Robotics: Mechanics, Planning, and Control Specialization
When you enroll in this course, you'll also be enrolled in this Specialization.
  • Learn new concepts from industry experts
  • Gain a foundational understanding of a subject or tool
  • Develop job-relevant skills with hands-on projects
  • Earn a shareable career certificate

There are 4 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 4 of the specialization, Robot Motion Planning and Control, you will learn key concepts of robot motion generation: planning a motion for a robot in the presence of obstacles, and real-time feedback control to track the planned motion. Chapter 10, Motion Planning, of the "Modern Robotics" textbook covers foundational material like C-space obstacles, graphs and trees, and graph search, as well as classical and modern motion planning techniques, such as grid-based motion planning, randomized sampling-based planners, and virtual potential fields. Chapter 11, Robot Control, covers motion control, force control, and hybrid motion-force control. 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.

C-space obstacles, graphs and trees, and A* graph search.

What's included

5 videos3 readings6 assignments1 peer review1 discussion prompt

5 videosβ€’Total 24 minutes
  • Overview of Motion Planning (Chapter 10.1)β€’5 minutes
  • C-Space Obstacles (Chapter 10.2.1)β€’5 minutes
  • Graphs and Trees (Chapter 10.2.3)β€’2 minutes
  • Graph Search (Chapter 10.2.4)β€’9 minutes
  • Complete Path Planners (Chapter 10.3)β€’3 minutes
3 readingsβ€’Total 105 minutes
  • Welcome to Course 4, Robot Motion Planning and Controlβ€’10 minutes
  • How to Make This Course Successfulβ€’5 minutes
  • Chapter 10 through 10.3β€’90 minutes
6 assignmentsβ€’Total 165 minutes
  • Lecture Comprehension, Overview of Motion Planning (Chapter 10.1)β€’30 minutes
  • Lecture Comprehension, C-Space Obstacles (Chapter 10.2.1)β€’30 minutes
  • Lecture Comprehension, Graphs and Trees (Chapter 10.2.3)β€’30 minutes
  • Lecture Comprehension, Graph Search (Chapter 10.2.4)β€’30 minutes
  • Lecture Comprehension, Complete Path Planners (Chapter 10.3)β€’30 minutes
  • Chapter 10 through 10.3, Motion Planningβ€’15 minutes
1 peer reviewβ€’Total 240 minutes
  • A* Searchβ€’240 minutes
1 discussion promptβ€’Total 10 minutes
  • Properties of A* Searchβ€’10 minutes

Motion planning on a discretized C-space grid, randomized sampling-based planners, virtual potential fields, and nonlinear optimization.

What's included

5 videos1 reading6 assignments1 peer review1 discussion prompt

5 videosβ€’Total 25 minutes
  • Grid Methods for Motion Planning (Chapter 10.4)β€’4 minutes
  • Sampling Methods for Motion Planning (Chapter 10.5, Part 1 of 2)β€’3 minutes
  • Sampling Methods for Motion Planning (Chapter 10.5, Part 2 of 2)β€’7 minutes
  • Virtual Potential Fields (Chapter 10.6)β€’5 minutes
  • Nonlinear Optimization (Chapter 10.7)β€’6 minutes
1 readingβ€’Total 120 minutes
  • Chapter 10.4 through 10.7β€’120 minutes
6 assignmentsβ€’Total 180 minutes
  • Lecture Comprehension, Grid Methods for Motion Planning (Chapter 10.4)β€’30 minutes
  • Lecture Comprehension, Sampling Methods for Motion Planning (Chapter 10.5, Part 1 of 2)β€’30 minutes
  • Lecture Comprehension, Sampling Methods for Motion Planning (Chapter 10.5, Part 2 of 2)β€’30 minutes
  • Lecture Comprehension, Virtual Potential Fields (Chapter 10.6)β€’30 minutes
  • Lecture Comprehension, Nonlinear Optimization (Chapter 10.7)β€’30 minutes
  • Chapter 10.4 through 10.7, Motion Planningβ€’30 minutes
1 peer reviewβ€’Total 240 minutes
  • Sampling-Based Planningβ€’240 minutes
1 discussion promptβ€’Total 10 minutes
  • Building a Graph to Represent the C-spaceβ€’10 minutes

First- and second-order linear error dynamics, stability of a feedback control system, and motion control of robots when the output of the controller commands joint velocities.

What's included

8 videos1 reading9 assignments1 discussion prompt

8 videosβ€’Total 33 minutes
  • Control System Overview (Chapter 11.1)β€’3 minutes
  • Error Response (Chapter 11.2.1)β€’3 minutes
  • Linear Error Dynamics (Chapter 11.2.2)β€’4 minutes
  • First-Order Error Dynamics (Chapter 11.2.2.1)β€’2 minutes
  • Second-Order Error Dynamics (Chapter 11.2.2.2)β€’6 minutes
  • Motion Control with Velocity Inputs (Chapter 11.3, Part 1 of 3)β€’4 minutes
  • Motion Control with Velocity Inputs (Chapter 11.3, Part 2 of 3)β€’6 minutes
  • Motion Control with Velocity Inputs (Chapter 11.3, Part 3 of 3)β€’4 minutes
1 readingβ€’Total 120 minutes
  • Chapter 11 through 11.3β€’120 minutes
9 assignmentsβ€’Total 300 minutes
  • Lecture Comprehension, Control System Overview (Chapter 11.1)β€’30 minutes
  • Lecture Comprehension, Error Response (Chapter 11.2.1)β€’30 minutes
  • Lecture Comprehension, Linear Error Dynamics (Chapter 11.2.2)β€’30 minutes
  • Lecture Comprehension, First-Order Error Dynamics (Chapter 11.2.2.1)β€’30 minutes
  • Lecture Comprehension, Second-Order Error Dynamics (Chapter 11.2.2.2)β€’30 minutes
  • Lecture Comprehension, Motion Control with Velocity Inputs (Chapter 11.3, Part 1 of 3)β€’30 minutes
  • Lecture Comprehension, Motion Control with Velocity Inputs (Chapter 11.3, Part 2 of 3)β€’30 minutes
  • Lecture Comprehension, Motion Control with Velocity Inputs (Chapter 11.3, Part 3 of 3)β€’30 minutes
  • Chapter 11 through 11.3, Robot Controlβ€’60 minutes
1 discussion promptβ€’Total 10 minutes
  • Stability of Linear Error Dynamicsβ€’10 minutes

Motion control of robots when the output of the controller commands joint torques, force control, and hybrid motion-force control.

What's included

5 videos1 reading6 assignments1 discussion prompt

5 videosβ€’Total 25 minutes
  • Motion Control with Torque or Force Inputs (Chapter 11.4, Part 1 of 3)β€’4 minutes
  • Motion Control with Torque or Force Inputs (Chapter 11.4, Part 2 of 3)β€’6 minutes
  • Motion Control with Torque or Force Inputs (Chapter 11.4, Part 3 of 3)β€’7 minutes
  • Force Control (Chapter 11.5)β€’3 minutes
  • Hybrid Motion-Force Control (Chapter 11.6)β€’5 minutes
1 readingβ€’Total 120 minutes
  • Chapter 11.4 through 11.6β€’120 minutes
6 assignmentsβ€’Total 180 minutes
  • Lecture Comprehension, Motion Control with Torque or Force Inputs (Chapter 11.4, Part 1 of 3)β€’30 minutes
  • Lecture Comprehension, Motion Control with Torque or Force Inputs (Chapter 11.4, Part 2 of 3)β€’30 minutes
  • Lecture Comprehension, Motion Control with Torque or Force Inputs (Chapter 11.4, Part 3 of 3)β€’30 minutes
  • Lecture Comprehension, Force Control (Chapter 11.5)β€’30 minutes
  • Lecture Comprehension, Hybrid Motion-Force Control (Chapter 11.6)β€’30 minutes
  • Chapter 11.4 through 11.6, Robot Controlβ€’30 minutes
1 discussion promptβ€’Total 10 minutes
  • Velocity Controls vs. Torque Controlsβ€’10 minutes

Earn a career certificate

Add this credential to your LinkedIn profile, resume, or CV. Share it on social media and in your performance review.

Instructor

Instructor ratings
4.7 (26 ratings)
Northwestern University
13 Coursesβ€’100,206 learners

Explore more from Mechanical Engineering

Why people choose Coursera for their career

πŸ‘ 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."
πŸ‘ 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."
πŸ‘ 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."
πŸ‘ 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."

Learner reviews

  • 5 stars

    88.57%

  • 4 stars

    7.14%

  • 3 stars

    3.57%

  • 2 stars

    0%

  • 1 star

    0.71%

Showing 3 of 140

PB
Β·

Reviewed on Feb 15, 2020

This course taught how to apply controls to robot motion planning.

JM
Β·

Reviewed on Jan 3, 2019

Really liked this class. More challenging than the typical Coursera fare.

HK
Β·

Reviewed on Jul 11, 2019

Highly Enjoyable. This course has augmented my intrigue in robotics. The programming assignments are interesting and the video lectures are very good.

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 enroll in the course, you get access to all of the courses in the Specialization, and you earn a certificate when you complete the work. 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,