Difference between revisions of "CDS110 2016"
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Line 18: | Line 18: | ||
| Richard Cheng | | Richard Cheng | ||
| 205 Gates-Thomas | | 205 Gates-Thomas | ||
− | | Thurs 7-9pm (Annenberg | + | | Thurs 7-9pm (Annenberg 107) |
| [mailto:georgiev@caltech.edu rcheng at caltech dot edu] | | [mailto:georgiev@caltech.edu rcheng at caltech dot edu] | ||
| 626-395-???? | | 626-395-???? | ||
Line 25: | Line 25: | ||
| Yoke Peng Leong | | Yoke Peng Leong | ||
| 230 Annenberg | | 230 Annenberg | ||
− | | Wed 5-6pm, Thurs - 7-8pm (Annenberg | + | | Wed 5-6pm, Thurs - 7-8pm (Annenberg 107) |
| [mailto:ypleong@caltech.edu ypleong at caltech dot edu] | | [mailto:ypleong@caltech.edu ypleong at caltech dot edu] | ||
| 626-395-???? | | 626-395-???? | ||
Line 38: | Line 38: | ||
== Announcements == | == Announcements == | ||
− | * '''NOTE:''' On October 7, November 11 | + | * '''Dec. 5, 2016:''' The [[Media:CDS110_Final_2016.pdf | Final Exam]] is due Dec. 9 at 5:00. The instructions are on the first page |
+ | of the exam. | ||
+ | * '''Nov. 18, 2016:''' Class will be held in Annenberg 105 (the normal class room), and NOT in Steele 102 | ||
+ | * ''' NO CLASS:''' on Monday, November 14. | ||
+ | * '''NOTE:''' On October 7, November 11, the course lectures will take place in 102 STEELE building. | ||
* '''OFFICE HOUR:''' On October 6, the office hour will be held at Annenberg 106. Office hour will be held at Annenberg 107 for the rest of the term. | * '''OFFICE HOUR:''' On October 6, the office hour will be held at Annenberg 106. Office hour will be held at Annenberg 107 for the rest of the term. | ||
+ | * '''MIDTERM WEEK:''' No office hour on Nov 2 and 3. Midterm review session is on Nov 2, 7pm at ANN 107. | ||
+ | * '''HOMEWORK 5:''' There is a typo in first and second problems. The same problems are assigned on both. This homework will have one less problem, and you may treat the two same problems as one problem. | ||
+ | * '''THANKSGIVING WEEK:''' Homework 7 is due on November 29. There will be no office hour on November 23 and 24. Office hour will be held in the evening of November 27 and 28 at 8.30pm - 10.00pm in Annenberg 107. | ||
+ | * '''HOMEWORK 7:''' Homework 7 is now due on November 30. Problem 4 is 11.7 instead of 10.7. | ||
+ | * '''LAST OFFICE HOUR:''' The last office hour of this term will be on Saturday (December 3) and Sunday (December 4) from 8pm-9pm. Location: ANN 107. | ||
== Lecture Schedule == | == Lecture Schedule == | ||
Line 64: | Line 73: | ||
* [[Media:CDS110_Week1_Lecture3.pdf | Fri. Lecture Notes]] | * [[Media:CDS110_Week1_Lecture3.pdf | Fri. Lecture Notes]] | ||
| [[Media:CDS110_HW1-2016.pdf | HomeWork 1]] <br> Due: 7 Oct, 5 pm <br> | | [[Media:CDS110_HW1-2016.pdf | HomeWork 1]] <br> Due: 7 Oct, 5 pm <br> | ||
− | [[ | + | [[Media:CDS110_Solution1_2016.pdf | HW1 Solutions]] |
|- valign=top | |- valign=top | ||
Line 72: | Line 81: | ||
* Feedback principles (''cont.''), Modeling | * Feedback principles (''cont.''), Modeling | ||
* Phase portraits and stability | * Phase portraits and stability | ||
− | * | + | * Linearization around an equilibrium point |
| FBS-2e 2.1-2.4, 3.1 <br> FBS-2e 3.1-3.2, 4.1, 5.1-5.3 | | FBS-2e 2.1-2.4, 3.1 <br> FBS-2e 3.1-3.2, 4.1, 5.1-5.3 | ||
* [[Media:CDS110_Week2_Lecture1.pdf | Mon. lecture notes]] | * [[Media:CDS110_Week2_Lecture1.pdf | Mon. lecture notes]] | ||
* [[Media:CDS110_Week2_Lecture2.pdf | Wed. lecture notes]] | * [[Media:CDS110_Week2_Lecture2.pdf | Wed. lecture notes]] | ||
− | * [ | + | * [http://robotics.caltech.edu/~jwb/courses/CDS110/CDS110_Week2_Lecture3.pdf Fri. lecture notes] |
| [[Media:CDS110_HW2_2016.pdf | HomeWork 2]] <br> Due: 14 Oct, 5 pm <br> | | [[Media:CDS110_HW2_2016.pdf | HomeWork 2]] <br> Due: 14 Oct, 5 pm <br> | ||
− | [[Media:CDS110_HW2_2016_solns.pdf | | + | [[Media:CDS110_HW2_2016_solns.pdf | HW2 Solutions]] |
|- valign=top | |- valign=top | ||
Line 86: | Line 95: | ||
* Input/output response of LTI systems | * Input/output response of LTI systems | ||
* Matrix exponential, convolution equation | * Matrix exponential, convolution equation | ||
− | * | + | * Introduction to MATLAB |
− | | | + | | FBS-2e 6.1-6.3 |
− | * | + | * [[Media:CDS110_Week3_Lecture1.pdf | Mon. lecture notes]] |
− | * | + | * [[Media:CDS110_Week3_Lecture2.pdf | Wed. lecture notes]] |
− | | | + | * [[Media:CDS110_Week3_Lecture3.pdf | Fri. lecture notes]] |
− | + | | [[Media:CDS110_Homework3_2016.pdf| HomeWork 3]] <br> Due: Oct. 21, 5 pm <br> | |
− | + | [[Media:CDS110_HW3_2016_solns.pdf | HW3 Solutions]] | |
− | + | ||
− | |||
|- valign=top | |- valign=top | ||
| '''Week 4'''<br> | | '''Week 4'''<br> | ||
Line 102: | Line 110: | ||
* Reachability | * Reachability | ||
* State feedback and eigenvalue placement | * State feedback and eigenvalue placement | ||
− | | | + | | FBS-2e 7.1-7.4 |
− | * | + | * [[Media:CDS110_Week4_Lecture1.pdf | Mon. lecture slides]] |
− | * | + | * [[Media:CDS110_Week4_Lecture2.pdf | Wed. lecture slides]] |
− | * | + | * [[Media:CDS110_Week4_Lecture3.pdf | Fri. lecture slides]] |
− | | | + | | [[Media:CDS110_Homework4_2016.pdf| HomeWork 4]] <br> Due: Oct. 28, 5 pm <br> [[Media:CDS110_Solution4_2016.pdf | HW4 Solutions]] |
− | [http://www.cds.caltech.edu/~murray/amwiki/index.php/Bicycle_dynamics Bicycle dynamics] | + | * [http://www.cds.caltech.edu/~murray/amwiki/index.php/Bicycle_dynamics Bicycle dynamics] |
− | + | ||
− | + | ||
− | |||
|- valign=top | |- valign=top | ||
| '''Week 5'''<br> | | '''Week 5'''<br> | ||
Line 122: | Line 127: | ||
* Midterm review | * Midterm review | ||
| FBS-1e 7.1-7.3 <br> FBS-2e 8.1-8.3 | | FBS-1e 7.1-7.3 <br> FBS-2e 8.1-8.3 | ||
− | | | + | * [[Media:CDS110_Week5_Lecture1.pdf | Mon. lecture notes]] |
+ | * [[Media:CDS110_Week5_Lecture2.pdf | Wed. lecture notes]] | ||
+ | * [[Media:CDS110_Week5_Lecture3.pdf | Fri. lecture notes]] | ||
+ | | No Homework Handed out | ||
+ | |||
− | |||
|- valign=top | |- valign=top | ||
| '''Week 6'''<br> | | '''Week 6'''<br> | ||
− | + | 31 Oct <br> 2 Nov <br> 4 Nov | |
− | | Transfer Functions | + | | Observability wrap up <br> Transfer Functions |
* Frequency domain modeling | * Frequency domain modeling | ||
* Block diagram algebra | * Block diagram algebra | ||
* Bode plots | * Bode plots | ||
| FBS-1e 8.1-8.4 <br> FBS-2e 9.1-9.4 | | FBS-1e 8.1-8.4 <br> FBS-2e 9.1-9.4 | ||
− | * | + | * [[Media:CDS110_Week6_Lecture1.pdf | Mon. lecture notes]] |
− | * [[Media: | + | * [[Media:CDS110_Week6_Lecture2.pdf | Wed. lecture notes]] |
− | | | + | | Midterm exam; Due: 4 Nov, 5 pm <br> [[Media:CDS110_Homework5_2016.pdf| HomeWork 5]]<br> Due: 11 Nov, 5 pm<br>[[Media:CDS110_Solution5_2016.pdf | HW5 Solutions]] |
− | |||
|- valign=top | |- valign=top | ||
| '''Week 7'''<br> | | '''Week 7'''<br> | ||
7 Nov <br> 9 Nov <br> 11 Nov | 7 Nov <br> 9 Nov <br> 11 Nov | ||
| Loop Analysis | | Loop Analysis | ||
− | * Loop transfer function and | + | * Loop transfer function, Nyquist Plot, and Nyquist criterion |
* Stability margins | * Stability margins | ||
− | | | + | | FBS-2e 10.1-10.4 |
− | * | + | * [[Media:CDS110_Week7_Lecture1.pdf | Mon. lecture slides]] |
− | * | + | * [[Media:CDS110_Week7_Lecture2plus.pdf | Wed. lecture slides]] |
− | | | + | * [[Media:CDS110_Week7_Lecture3.pdf | Fri. lecture slides]] |
+ | | [[Media:CDS110_Homework6_2016.pdf| HomeWork 6]]<br> Due: 18 Nov, 5 pm<br>[[Media:CDS110_Solution6_2016.pdf | HW6 Solutions]] | ||
+ | |||
− | |||
|- valign=top | |- valign=top | ||
| '''Week 8'''<br> | | '''Week 8'''<br> | ||
Line 156: | Line 164: | ||
* Simple controllers for complex systems | * Simple controllers for complex systems | ||
* Integral action and anti-windup | * Integral action and anti-windup | ||
− | | | + | | FBS-2e 11.1-11.4 |
− | * | + | * '''NO CLASS''' on Monday, Nov. 14. |
− | * [[Media: | + | * [[Media:CDS110_Week8_Lecture2.pdf | Wed. lecture slides]] |
− | * [ | + | ** [[Media:Minorsky_Paper.pdf | Historical Review of Minorsky Paper on "3-term contro"]] |
− | | | + | * [[Media:CDS110_Week8_Lecture3.pdf | Fri. lecture slides]] |
+ | | [[Media:CDS110_Homework7_2016.pdf | HomeWork 7]] <br> Due: 30 Nov, 5 pm<br>[[Media:CDS110_Solution7_2016.pdf | HW7 Solutions]] | ||
− | |||
|- valign=top | |- valign=top | ||
| '''Week 9'''<br> | | '''Week 9'''<br> | ||
Line 169: | Line 177: | ||
* Sensitivity functions | * Sensitivity functions | ||
* Feedback design via loop shaping | * Feedback design via loop shaping | ||
− | | FBS-1e | + | | FBS-1e 12.1 <br> FBS-2e 12.3-12.4 |
− | * | + | * [[Media:CDS110_Week9_Lecture1.pdf | Mon. lecture slides]] |
− | * | + | * [http://robotics.caltech.edu/~jwb/courses/CDS110/Bode_Paper.pdf | H.W. Bode, ''Relations Between Attenuation and Phase in Feedback Amplifier Design'', Bell Systems Journal, 1940] |
− | | | + | * [[Media:CDS110_Week9_Lecture2.pdf | Wed. lecture slides]] |
+ | | [[Media:CDS110_Homework8_2016.pdf | HomeWork 8]] <br> Due: 5 Dec, 5 pm<br>[[Media:CDS110_Solution8_2016.pdf | HW8 Solutions]] | ||
− | |||
|- valign=top | |- valign=top | ||
| '''Week 10'''<br> | | '''Week 10'''<br> | ||
Line 180: | Line 188: | ||
| Loop Shaping II | | Loop Shaping II | ||
* Fundamental limitations | * Fundamental limitations | ||
− | * | + | * Loop Shaping Examples |
− | * | + | * Final Exam Review |
− | | | + | | FBS-2e 12.6-12.7 |
− | * | + | * [[Media:CDS110_Week10_Lecture1.pdf | Mon. lecture slides]] |
− | * | + | * [[Media:CDS110_Week10_Lecture2.pdf | Wed. lecture slides]] |
− | * [ | + | * [[Media:CDS110_Week10_Lecture3.pdf | Fri. Review slides]] |
| Final exam <br> Due 5 pm on last day of Final Exam Period | | Final exam <br> Due 5 pm on last day of Final Exam Period | ||
− | |||
|} | |} | ||
Latest revision as of 11:29, 8 December 2016
This is the course homepage for Caltech's CDS 101/110, Fall 2016.
Contents
Course Staff, Hours, Location
The course meets MWF 2-3 pm. All lectures will take place in Annenberg 105, except for 3 days (Oct. 7, Nov. 11, Nov. 18) during which lectures will take place in 102 Steele.
Position | Name | Office | Office Hours (changing weekly) | Phone | |
Instructor | Joel Burdick | 245 Gates-Thomas | send mail for an appointment | jwb at robotics dot caltech dot edu | 626-395-4139 |
Teach Asst. | Richard Cheng | 205 Gates-Thomas | Thurs 7-9pm (Annenberg 107) | rcheng at caltech dot edu | 626-395-???? |
Teach Asst. | Yoke Peng Leong | 230 Annenberg | Wed 5-6pm, Thurs - 7-8pm (Annenberg 107) | ypleong at caltech dot edu | 626-395-???? |
Administrative | Sonya Lincoln | 250 Gates-Thomas | 7:30am-noon; 1:00pm-4:30pm | lincolns at caltech dot edu | 626-395-3385 |
Announcements
- Dec. 5, 2016: The Final Exam is due Dec. 9 at 5:00. The instructions are on the first page
of the exam.
- Nov. 18, 2016: Class will be held in Annenberg 105 (the normal class room), and NOT in Steele 102
- NO CLASS: on Monday, November 14.
- NOTE: On October 7, November 11, the course lectures will take place in 102 STEELE building.
- OFFICE HOUR: On October 6, the office hour will be held at Annenberg 106. Office hour will be held at Annenberg 107 for the rest of the term.
- MIDTERM WEEK: No office hour on Nov 2 and 3. Midterm review session is on Nov 2, 7pm at ANN 107.
- HOMEWORK 5: There is a typo in first and second problems. The same problems are assigned on both. This homework will have one less problem, and you may treat the two same problems as one problem.
- THANKSGIVING WEEK: Homework 7 is due on November 29. There will be no office hour on November 23 and 24. Office hour will be held in the evening of November 27 and 28 at 8.30pm - 10.00pm in Annenberg 107.
- HOMEWORK 7: Homework 7 is now due on November 30. Problem 4 is 11.7 instead of 10.7.
- LAST OFFICE HOUR: The last office hour of this term will be on Saturday (December 3) and Sunday (December 4) from 8pm-9pm. Location: ANN 107.
Lecture Schedule
The following is a tentative schedule for the class, based on previous years' experience.
Date | Topic | Reading | Homework |
Week 1 26 Sept |
Introduction and Review
|
FBS-2e, Sections 1.1-1.5 Optional: FBS-2e, Sections 1.6-1.9; FBS-2e 2.1-2.4
|
HomeWork 1 Due: 7 Oct, 5 pm |
Week 2 3 Oct |
Modeling and Stability
|
FBS-2e 2.1-2.4, 3.1 FBS-2e 3.1-3.2, 4.1, 5.1-5.3 |
HomeWork 2 Due: 14 Oct, 5 pm |
Week 3 10 Oct |
Linear Systems
|
FBS-2e 6.1-6.3 | HomeWork 3 Due: Oct. 21, 5 pm
|
Week 4 17 Oct |
State Feedback
|
FBS-2e 7.1-7.4 | HomeWork 4 Due: Oct. 28, 5 pm HW4 Solutions |
Week 5 24 Oct |
State space control design
|
FBS-1e 7.1-7.3 FBS-2e 8.1-8.3 |
No Homework Handed out
|
Week 6 31 Oct |
Observability wrap up Transfer Functions
|
FBS-1e 8.1-8.4 FBS-2e 9.1-9.4 |
Midterm exam; Due: 4 Nov, 5 pm HomeWork 5 Due: 11 Nov, 5 pm HW5 Solutions |
Week 7 7 Nov |
Loop Analysis
|
FBS-2e 10.1-10.4 | HomeWork 6 Due: 18 Nov, 5 pm HW6 Solutions
|
Week 8 14 Nov |
PID Control
|
FBS-2e 11.1-11.4
|
HomeWork 7 Due: 30 Nov, 5 pm HW7 Solutions |
Week 9 21 Nov |
Loop Shaping, I
|
FBS-1e 12.1 FBS-2e 12.3-12.4 |
HomeWork 8 Due: 5 Dec, 5 pm HW8 Solutions |
Week 10 28 Nov |
Loop Shaping II
|
FBS-2e 12.6-12.7 | Final exam Due 5 pm on last day of Final Exam Period |
Course Syllabus, Mechanics, and Grading
CDS 101/110 provides an introduction to feedback and control in physical, biological, engineering, and information sciences. The course will introduce students to the basic principles of feedback and its use as a tool for altering the dynamics of systems, meeting systems specifications, and managing system uncertainty. Key themes include: linear system theory input/output response, closed loop behavior, linear versus nonlinear models, and local versus global behavior.
CDS 101 is a 6 unit (2-0-4) class intended for science and engineering students who are interested in the principles and tools of feedback control, but not necessarily the engineering and analytical techniques for design and synthesis of control systems. CDS 110 is a 12 unit class (3-0-9) that provides a traditional first course in control for engineers and applied scientists. It assumes a working knowledge of linear algebra and ODEs as a prerequisite (e.g., as found in ACM 95). Familiarity with complex variables (Laplace transforms, residue theory) is helpful but not required. The basics of these topics will be reviewed during the course.
Course Text and References
The primary course text is
- K. J. Astrom and Richard M. Murray, Feedback Systems: An Introduction for Scientists and Engineers, Princeton University Press, 2008
This book is available via the Caltech online bookstore or via download from the companion web site. Note that we will be using the second edition of this book, which is in a best-test preparation for publication. The reading assignments and problem numbers are based on this version of the book.
The following additional references may also be useful:
- A. D. Lewis, A Mathematical Approach to Classical Control, 2003. Online access.
- J. Distefano III, A. R. Stubberud and Ivan J. Williams (Author), Schaum's Outline of Feedback and Control Systems, 2nd Edition, 2013.
- B. Friedland, Control System Design: An Introduction to State-Space Methods, McGraw-Hill, 1986.
- G. F. Franklin, J. D. Powell, and A. Emami-Naeni, Feedback Control of Dynamic Systems, Addison-Wesley, 2002.
Grading
The final grade will be based on homework sets, a midterm exam, and a final exam:
- Homework (60%): Homework sets will be handed out on an approximately weekly schedule. Problem sets are due at 5:00 pm. They can be handed in during class period, or in a box outside the office of Sonya Lincoln (250 Gates-Thomas). Each student is allowed up to automatic two extensions of 2 day each over the course of the term. MATLAB/Python code and SIMULINK/Modelica diagrams are considered part of your solution and should be printed and turned in with the problem set.
- Midterm exam (10%): A midterm exam will be handed out at the beginning of midterms period (26 Oct) and due at the end of the midterm examination period (1 Nov). The midterm exam will be open book and computers will be allowed (though not necessarily required).
- Final exam (30%): The final exam will be available at the beginning of the finals period, and due at the end of finals week. It will be an open book exam and computers will be allowed.
Collaboration Policy
Collaboration on homework assignments is encouraged. You may consult outside reference materials, other students, the TA, or the instructor, but you cannot consult homework solutions from prior years and you must cite any use of material from outside references. All solutions that are handed in should be written up individually and should reflect your own understanding of the subject matter at the time of writing. MATLAB/Python scripts and plots are considered part of your writeup and should be done individually (you can share ideas, but not code).
No collaboration is allowed on the midterm or final exams.