Back to Robotics: Capstone
Learner Reviews & Feedback for Robotics: Capstone by University of Pennsylvania
111 ratings
About the Course
In our 6 week Robotics Capstone, we will give you a chance to implement a solution for a real world problem based on the content you learnt from the courses in your robotics specialization. It will also give you a chance to use mathematical and programming methods that researchers use in robotics labs.
You will choose from two tracks - In the simulation track, you will use Matlab to simulate a mobile inverted pendulum or MIP. The material required for this capstone track is based on courses in mobility, aerial robotics, and estimation. In the hardware track you will need to purchase and assemble a rover kit, a raspberry pi, a pi camera, and IMU to allow your rover to navigate autonomously through your own environment
Hands-on programming experience will demonstrate that you have acquired the foundations of robot movement, planning, and perception, and that you are able to translate them to a variety of practical applications in real world problems. Completion of the capstone will better prepare you to enter the field of Robotics as well as an expansive and growing number of other career paths where robots are changing the landscape of nearly every industry.
Please refer to the syllabus below for a week by week breakdown of each track.
Week 1
Introduction
MIP Track: Using MATLAB for Dynamic Simulations
AR Track: Dijkstra's and Purchasing the Kit
Quiz: A1.2 Integrating an ODE with MATLAB
Programming Assignment: B1.3 Dijkstra's Algorithm in Python
Week 2
MIP Track: PD Control for Second-Order Systems
AR Track: Assembling the Rover
Quiz: A2.2 PD Tracking
Quiz: B2.10 Demonstrating your Completed Rover
Week 3
MIP Track: Using an EKF to get scalar orientation from an IMU
AR Track: Calibration
Quiz: A3.2 EKF for Scalar Attitude Estimation
Quiz: B3.8 Calibration
Week 4
MIP Track: Modeling a Mobile Inverted Pendulum (MIP)
AR Track: Designing a Controller for the Rover
Quiz: A4.2 Dynamical simulation of a MIP
Peer Graded Assignment: B4.2 Programming a Tag Following Algorithm
Week 5
MIP Track: Local linearization of a MIP and linearized control
AR Track: An Extended Kalman Filter for State Estimation
Quiz: A5.2 Balancing Control of a MIP
Peer Graded Assignment: B5.2 An Extended Kalman Filter for State Estimation
Week 6
MIP Track: Feedback motion planning for the MIP
AR Track: Integration
Quiz: A6.2 Noise-Robust Control and Planning for the MIP
Peer Graded Assignment: B6.2 Completing your Autonomous Rover
Top reviews
CP
Sep 24, 2016
The capstone is really good.
Too bad it means the end of this specialization... I liked it here.
But it is also the beginning of playing more with ROS, simulation tools and real robots.
BN
Aug 5, 2016
AR track is interesting.
Student should be advised to get the robot earlier before course starts.
It would also be nice to get some introduction to ROS...
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26 - 27 of 27 Reviews for Robotics: Capstone
By Rishabh B
•Jan 21, 2017
Nice MOOC. Nice Last course. AR Track is very nice.
By Wahyu G
•Mar 13, 2020
Captures all previously taught materials but the forum is already "slow-response". Maybe because it is an old course.