Difference between revisions of "CDS 110b, Winter 2006"

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<center>'''Contents'''</center>
 
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This is the homepage for CDS 110b, Introduction to Control Theory for Winter 2006.  __NOTOC__ [[Category:Courses]]
 
This is the homepage for CDS 110b, Introduction to Control Theory for Winter 2006.  __NOTOC__ [[Category:Courses]]
  
'''Course Desciption and Goals:''' CDS 110b focuses on intermediate topics in control theory, including <math>H_\infty</math> control theory for robust performance, optimal control methods, and state estimation using Kalman filters.  Upon completion of the course, students will be able to design and analyze control systems of moderate complexity.  Students may optionally participate in a course project in lieu of selected homework problems.  Students participating in the course project will learn how to implement and test control systems on a modern experimental system.
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'''Course Desciption and Goals:''' CDS 110b focuses on intermediate topics in control theory, including H_\infty control theory for robust performance, optimal control methods, and state estimation using Kalman filters.  Upon completion of the course, students will be able to design and analyze control systems of moderate complexity.  Students may optionally participate in a course project in lieu of selected homework problems.  Students participating in the course project will learn how to implement and test control systems on a modern experimental system.
  
 
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Revision as of 02:32, 1 January 2006

Contents

1 Course Schedule

This is the homepage for CDS 110b, Introduction to Control Theory for Winter 2006.

Course Desciption and Goals: CDS 110b focuses on intermediate topics in control theory, including H_\infty control theory for robust performance, optimal control methods, and state estimation using Kalman filters. Upon completion of the course, students will be able to design and analyze control systems of moderate complexity. Students may optionally participate in a course project in lieu of selected homework problems. Students participating in the course project will learn how to implement and test control systems on a modern experimental system.

Instructor

Teaching Assistants

  • Jeremy Gillula, jeremy@caltech.edu
  • James Martin, duck@caltech.edu
  • Shaunak Sen, shaunak@cds.caltech.edu

Course Schedule

The course is currently scheduled for MW 1:30-3:00 pm in 104 Watson (course scheduling page).

Week Date Topic Reading Homework
1
4 Jan (W) CDS 110b: Course Overview AM05 Ch 1, Section 11.1
6 Jan (F) Project Overview (optional)
2
9 Jan (M)* No class (Mon, 9 Jan)
11 Jan (W) Robust Stability AM05 Sec 11.2, DFT Ch 1-3
13 Jan (F) CDS 110b: Control Implementation (optional) AM05 Ch 12
3
16 Jan (M) No class (Institute holiday)
18 Jan (W) Robust Stability AM05 Sec 11.2, DFT Ch 4
20 Jan (F) CDS 110b: Control Implementation (optional)
4
23 Jan (M) Robust Performance AM05 Sec 11.3, DFT Ch 4
25 Jan (W) Design Constraints AM05 Sec 11.4, DFT Ch 6
5
30 Jan (M) Loop Shaping, Revisited DFT Ch 7 Midterm exam (due 6 Feb)
1 Feb (W) Design Example AM05 Sec 11.5
2 Feb (F) Midterm review (optional)
6
6 Feb (M) Optimization-Based Control
8 Feb (W) Optimal Control
7
13 Feb (M) Linear Quadratic Regulators Friedland, Ch 9
15 Feb (W) Receding Horizon Control
8
20 Feb (M) No class (Institute holiday)
22 Feb (W) Observability and Estimators AM05 Ch 6
9
27 Feb (M) Introduction to Random Processes Friedland, Ch 10
1 Mar (W) Linear Quadratic Estimators (LQE) Friedland, Ch 11
10
6 Mar (M) Kalman Filtering Friedland, Ch 11 Final exam (due 17 Mar)
8 Mar (W) Extended Kalman Filters
10 Mar Final review (optional)