CMPE-633-Fall2011

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CMPE-633b: Topics in Robotics and Control

Fall 2011: Robot Kinematics, Dynamics and Control


Instructor

Dr Abubakr Muhammad, Assistant Professor of Electrical Engineering

Email: abubakr [at] lums.edu.pk

Office: Room 9-309A, 3rd Floor, SSE Bldg

Office Hours:

Teaching assistant.

Course Details

Year: 2011-12

Semester: Fall

Category: Grad

Credits: 3

Elective course for electrical engineering, computer engineering and computer science majors

Course Website: http://cyphynets.lums.edu.pk/index.php/CMPE-633-Fall2011

Course Description

Generic

A research-methods based course to study advanced topics in robotics and control system design with emphasis on field robotics, unmanned aerial and ground vehicles, planning algorithms, autonomous systems, telerobotics, Human Robot Interaction (HRI) and other related areas. The course prepares students to do independent work at the frontiers of robotics and control research.

This year

This course introduces essential concepts and analytical tools to understand the dynamics and associated control systems for common robot tasks such as manipulation, grasping and locomotion. Topics include forward and inverse kinematics; path planning, collision avoidance and trajectory generation; robot body and actuator dynamics; sensory feedback and trajectory tracking; stability, disturbance rejection and force control.

Objectives

  • Introduce mathematical foundation of robot motion and control in a general setting.
  • Introduce ideas of configuration space, path planning and trajectory generation.
  • Teach use of geometric and dynamical models in robotics.
  • Highlight control theoretic issues in trajectory planning and sensory feedback.
  • Introduce practical applications of robotics in mobile manipulation tasks, tele-operation, automated assembly, manufacturing, home and service industry.

Pre-requisites

  • Grads. CMPE435 (Robotics) OR CMPE432 (Feedback design) OR CMPE-633 (Fall 2011) OR permission of instructor
  • Undergrads. EE361 (Feedback control) AND permission of instructor

Text book

The course will be taught from a combination of the following textbooks.

Primary Texts

Secondary Texts

Resources

Similar Courses

Stanford: Introduction to Robotics.

Grading Scheme

  • Assignments: 20%
  • Midterm: 20%
  • Final Exam: 30%
  • Group Project: 30%
    • Proposal. 10%
    • Report. 20%
    • Presentation. 20%
    • Demo/working. 50%

Course Delivery Method

Lectures. Labs

Schedule

WEEK LUMS CALENDAR TOPICS READINGS/REFERENCES
Week 1. Sept 5 Start of classes Sept 7; Introduction to robotic systems; rigid body motions and transformations.

Lec 1. Introduction; robotics and autonomous systems;

Week 2. Sept 12 Drop deadline Sept 14; Lec 2. workspaces; configuration spaces; planning algorithms;

Lec 3.

Week 3. Sept 19 Forward kinematics; inverse kinematics; velocity kinematics.

Lec 4.

Lec 5.

Week 4.Sept 26 Lec 6.

Lec 7.

Week 5. Oct 3 Lec 8.

Configuration spaces; artificial potential fields.

Lec 9.

Week 6. Oct 10

Lec 10.

Lec 11.

Week 7. Oct 17 Roadmaps for trajectory generation; trajectory planning.

Lec 12.

Lec 13.

Week 8. Oct 24 Midterms Oct 26-Nov 4; Rigid body dynamics; Euler-Lagrange equations; kinetic and potential energy.

Lec 14.

Lec 15.

Week 9. Oct 31

Lec 16.

Lec 17.

Week 10. Nov 7 Eid-ul-Azha holidays Nov 7-9; Independent joint control; actuator dynamics; set point tracking; drive train dynamics; PD, PID control techniques.

Lec 18.

Week 11. Nov 14 Lec 19.

Lec 20.

Week 12. Nov 21 Lec 21.

Lec 22.

Week 13. Nov 28

Lec 23.

Nonlinear multivariable control problem; stability and tracking; inverse dynamics; passitivity based control; robust and adaptive control.

Lec 24.

Week 14. Dec 5 Ashura holidays Dec 5-6; Lec 25.
Week 15. Dec 12 Introduction to force control techniques.

Lec 26.

Lec 27.

Week 16. Dec 19 Last day of classes Dec 20; Reading/review Dec 21-24; Lec 28.
Week 17. Dec 26 Final Exams Dec 26-Jan 02; Grade submission deadline Jan 13;
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