Difference between revisions of "ME CS 132 2017"

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This is the homepage for ME/CS 132(a,b) (Introduction to Robotic Perception and Navigation) for Winter/Spring 2017.   
+
This is the homepage for ME/CS 132(a,b) (Advanced Robotics: Navigation and Vision) for Winter/Spring 2017.   
 
__NOTOC__
 
__NOTOC__
 
== Course Staff, Hours, Location ==
 
== Course Staff, Hours, Location ==
Line 40: Line 40:
  
 
== Announcements For ME/CS 132(a.b) ==
 
== Announcements For ME/CS 132(a.b) ==
* '''06/01/16:''' The Final Exam is [http://robotics.caltech.edu/~jwb/courses/ME115/handouts/final.16b.pdf available here] .  The instructions are included on the first page.  To complete the exam, you will have to download and watch the following videos:
+
* '''01/04/17:''' The permanent lecture hours and location will be determined at the course organizational meeting.
** The [http://robotics.caltech.edu/~jwb/courses/ME115/Videos/Spider_Mechanism.mp4 Spider Mechanism Video] (in mp4 format).
+
** The [http://robotics.caltech.edu/~jwb/courses/ME115/Videos/Rostock_Mechanism.mp4 Rostock Video] (in mp4 format).
+
* '''05/14/16:''' The first video lecture can be downloaded [http://robotics.caltech.edu/~jwb/courses/ME115/Lectures/Lecture1.mov from here] in .mov format
+
* '''05/14/16:''' The second video lecture can be [http://robotics.caltech.edu/~jwb/courses/ME115/Lectures/Lecture2.mp4 downloaded here] in .mp4 format
+
* '''05/04/16:''' The [http://robotics.caltech.edu/~jwb/courses/ME115/handouts/final_project_b.16.pdf Final Project Guidelines]
+
* '''04/06/16:''' The T.A. office hours will be Thurs, 8:00 pm onward, in Room 229 (#2-#3) of Sherman-Fairchild Library
+
  
 
== Course Text and References ==
 
== Course Text and References ==
  
The main text for the first half of the course is:
+
1) The main text for the first half of the course is:
 
* ''Planning Algorithms'' by Steve LaValle (UIUC).  
 
* ''Planning Algorithms'' by Steve LaValle (UIUC).  
  
You can buy this book [[http://www.amazon.com/Planning-Algorithms-Steven-M-LaValle/dp/0521862051/sr=1-1/qid=1167872270/ref=sr_1_1/105-3129515-7885245?ie=UTF8&s=books  | on-line at Amazon]].  A [[http://msl.cs.uiuc.edu/planning/ | preprint of the text ]] is available freely on-line, and is adequate for all activities of this course.  This book provides a comprehensive summary of classical motion planning
+
You can buy this book [http://www.amazon.com/Planning-Algorithms-Steven-M-LaValle/dp/0521862051/sr=1-1/qid=1167872270/ref=sr_1_1/105-3129515-7885245?ie=UTF8&s=books  on-line at Amazon].  A [http://msl.cs.uiuc.edu/planning/ preprint of the text ] is available freely on-line, and is adequate for all activities of this course.  This book provides a comprehensive summary of classical motion planning theory and algorithms. Many of the more advanced topics (e.g., information-space approaches to planning, and evasion-pursuit algorithms) are beyond the immediate scope of this class, but they should be accessible to interested students.
Beyond the basics of motion planning, the text also includes excellent reference material on information-space approaches to planning, and evasion-pursuit algorithms (some of LaValle's research).  While these subjects are beyond the immediate scope of this class, they are accessible to interested students.
+
  
The following book is recommended (but not required):
+
2) The following book is recommended (but not required):
 
* ''Principles of Robot Motion: Theory, Algorithms, and Implementations,'' by Howie Choset, Kevin Lynch, Seth Hutchinson, George Kantor, Wolfram Burgard, Lydia Kavraki, and Sebastian Thrun.  
 
* ''Principles of Robot Motion: Theory, Algorithms, and Implementations,'' by Howie Choset, Kevin Lynch, Seth Hutchinson, George Kantor, Wolfram Burgard, Lydia Kavraki, and Sebastian Thrun.  
  
This text is [[http://www.amazon.com/Principles-Robot-Motion-Implementations-Intelligent/dp/0262033275/sr=1-2/qid=1167872622/ref=sr_1_2/105-3129515-7885245?ie=UTF8&s=books | available at Amazon ]]
+
This text is [http://www.amazon.com/Principles-Robot-Motion-Implementations-Intelligent/dp/0262033275/sr=1-2/qid=1167872622/ref=sr_1_2/105-3129515-7885245?ie=UTF8&s=books available at Amazon ]
 
in both new and used versions.
 
in both new and used versions.
  
Interested students may wish to also consult the following classic (but now out-of-print) text on motion planning:  ''Robot Motion Planning'' by J.C. Latombe. A copy is available in the Caltech library.  
+
3) Interested students may wish to also consult the following classic (but now out-of-print) text on motion planning:  ''Robot Motion Planning'' by J.C. Latombe. A copy is available in the Caltech library.
  
The '''main course text''' is: 
+
== Course Mechanics, Grading, and Collaboration Policy ==
* [http://www.cds.caltech.edu/~murray/mlswiki/index.php/Main_Page R.M. Murray, Z. Li, and S. Sastry, ''A Mathematical Introduction to Robotic Manipulation,'' CR Press, 1994.]
+
 
+
== Course Syllabus ==
+
 
+
''Theoretical Kinematics'' is the study of motion and the analytical tools to represent motion, while  '''Applied Kinematics''' is the analysis and synthesis of mechanisms which implement given motions. This course presents a basic overview of theoretical kinematics, while the applied portions focus on robotic mechanisms.
+
 
+
An [http://robotics.caltech.edu/~jwb/courses/ME115/handouts/Overview2016.pdf overview] of the course, including course mechanics, grading, etc.  The most salient information is repeated below.
+
  
 
=== Grading ===
 
=== Grading ===
Line 88: Line 74:
 
your own understanding of the subject matter.  Computer code and graphical plots are considered part of your solution, and therefore should be done individually (you can share ideas, but not code).  No collaboration is allowed on the examinations.
 
your own understanding of the subject matter.  Computer code and graphical plots are considered part of your solution, and therefore should be done individually (you can share ideas, but not code).  No collaboration is allowed on the examinations.
  
== Course Schedule for ME/CS 132(a) ==
+
== Course Lecture Schedule for ME/CS 132(a) ==
  
 
{| border=1 width=100%
 
{| border=1 width=100%
Line 95: Line 81:
  
 
|-
 
|-
|  align=center rowspan=4 | 1  
+
|  align=center rowspan=3 | 1  
 
| colspan=5|
 
| colspan=5|
 
=====Introduction and Review of Rigid Body Kinematics =====
 
=====Introduction and Review of Rigid Body Kinematics =====
 
|-
 
|-
| 4 Jan (Mon.)
+
| 4 Jan (Wed.)
| Class Overview
+
| Class Overview & Mechanics <br> The basic motion planning problem
| [[ME_CS_132_CourseOverview.pdf | Course Overview]]
+
| [[Media:ME_CS_132_CourseOverview.pdf | Course Overview]]
|  
+
| [http://msl.cs.uiuc.edu/planning/ch1.pdf Chapter 1 of Lavalle]
| rowspan=3 align=center | -No Homework-
+
| rowspan=2 align=center | -No Homework-
  
 
|-
 
|-
| 6 Jan (W)
+
| 6 Jan (Fri.)
| Planar Rigid Body Kinematics, <br> Planar displacements
+
| Review of planar Rigid Body Kinematics
| [http://www.cds.caltech.edu/~murray/mlswiki/index.php/Main_Page MLS Ch 2.1], Pages 19-23
+
| Lavalle Chapter 3.2.2 (pages 94-97)
| -N/A-
+
| [http://www.cds.caltech.edu/~murray/mlswiki/index.php/Main_Page MLS Ch 2.1], Pages 19-23 <br> Lavalle Chapter 3.1
|-
+
| 8 Jan (F)
+
| Planar Rigid Body Displacements (''continued''), <br> Displacement groups 
+
| [http://www.cds.caltech.edu/~murray/mlswiki/index.php/Main_Page MLS Ch 2.1],
+
| -N/A-
+
  
 
|-
 
|-
Line 120: Line 101:
 
| colspan=5 |
 
| colspan=5 |
  
===== From Planar Rigid Body Kinematics to Spherical Kinematics =====
+
===== Intro to C-space and the Basic Motion Planning Problem =====
|-
+
| 11 Jan (M)
+
| Displacement groups, poles <br> [http://robotics.caltech.edu/~jwb/courses/ME115/Lectures/PlanarDisplacements.pptx Planar Displacements] (PowerPoint)
+
|
+
| -N/A-
+
| rowspan=3 align=center | [http://robotics.caltech.edu/~jwb/courses/ME115/homework/set1.16.pdf Homework 1], <br> [http://robotics.caltech.edu/~jwb/courses/ME115/homework/sol1a.16.pdf Solution 1]
+
 
+
|-
+
| 13 Jan (W)
+
| [http://robotics.caltech.edu/~jwb/courses/ME115/Lectures/Centrodes.pptx Centrodes]: Ellliptical Trammel, <br> [https://www.youtube.com/watch?v=CBhxKavV_Xo Trammel], [https://www.youtube.com/watch?v=OMNArJh7umg&list=PL6534E936D46257BF&index=22 V 1], [https://www.youtube.com/watch?v=GAVx3x_H1eA&list=PL6534E936D46257BF&index=20# V 2], [https://www.youtube.com/watch?v=OMNArJh7umg&list=PL6534E936D46257BF&index=22 compliation]
+
Intro to Spherical Kinematics
+
| [http://www.cds.caltech.edu/~murray/mlswiki/index.php/Main_Page MLS Pages 22-26],<br> [http://robotics.caltech.edu/~jwb/courses/ME115/handouts/EllipticalTrammel.pdf Notes on the Elliptical Trammel],
+
| [http://en.wikipedia.org/wiki/Trammel_of_Archimedes Archemides Trammel] (Wikipedia)<br> [http://www.iftomm.org/iftomm/proceedings/proceedings_WorldCongress/WorldCongress07/articles/sessions/papers/A471.pdf Polyhedral Linkages Synthesized Using Cardan Motion Along Radial Lines]
+
|
+
 
+
|-
+
| 15 Jan (F)
+
| Spherical Kinematics (''continued''), <br> Classical Matrix Groups
+
| [http://www.cds.caltech.edu/~murray/mlswiki/index.php/Main_Page MLS Ch 2.2, 2.3], <br> [http://robotics.caltech.edu/~jwb/courses/ME115/handouts/MatrixGroups.pdf Notes on the Classical Matrix Groups]
+
 
+
| -N/A-
+
 
+
|-
+
| align=center rowspan=4 | 3
+
| colspan=5 |
+
 
+
===== Spherical Kinematics =====
+
|-
+
| 18 Jan (M)
+
| ''No Class'': '''Marin Luther King Holiday'''
+
| -N/A-
+
| -N/A-
+
| rowspan=3 align=center | No Homework
+
|-
+
| 20 Jan (W)
+
| Cayley's Theorem, <br>
+
| [http://www.cds.caltech.edu/~murray/mlswiki/index.php/Main_Page MLS 27-31], <br> [http://robotics.caltech.edu/~jwb/courses/ME115/handouts/rotation.pdf Notes on Rotations]
+
| -N/A-
+
|-
+
| 22 Jan (F)
+
| ''No Class''
+
| [http://www.cds.caltech.edu/~murray/mlswiki/index.php/Main_Page MLS 31-34]
+
| -N/A-
+
 
+
|-
+
| align=center rowspan=4 | 4
+
| colspan=5 |
+
 
+
===== Spherical Kinematics (''continued'')=====
+
|-
+
| 25 Jan (M)
+
| Angle/Axis Representation and Rodriguez Formula
+
| [http://www.cds.caltech.edu/~murray/mlswiki/index.php/Main_Page MLS 34-39]
+
| [http://robotics.caltech.edu/~jwb/courses/ME115/handouts/algebra.pdf Notes on Algebras]
+
| rowspan=3 align=center | -N/A-
+
 
+
|-
+
| 27 Jan (W)
+
| ''No Class''
+
| -N/A-
+
| -N/A-
+
|-
+
| 29 Jan (W)
+
| ''No Class''
+
| -N/A-
+
| -N/A-
+
 
+
|-
+
| align=center rowspan=4 | 5
+
| colspan=5 |
+
 
+
===== Spatial Kinematics =====
+
|-
+
| 1 Feb (M)
+
| ''No Class''
+
| -N/A-
+
| -N/A-
+
| rowspan=3 align=center | [http://robotics.caltech.edu/~jwb/courses/ME115/homework/set2a.16.pdf Homework 2], <br> [http://robotics.caltech.edu/~jwb/courses/ME115/homework/sol2a.16.pdf Solution 2]
+
 
+
|-
+
| 3 Feb (W)
+
| Exponential Coordinates and Euler Angles
+
| [http://www.cds.caltech.edu/~murray/mlswiki/index.php/Main_Page MLS Ch 2.2, 2.3]
+
| -N/A-
+
 
+
|-
+
| 5 Feb (F)
+
| Quaternions
+
| [http://www.cds.caltech.edu/~murray/mlswiki/index.php/Main_Page MLS Pages 51-52]
+
| -N/A-
+
 
+
|-
+
| align=center rowspan=5 | 6
+
| colspan=5 |
+
 
+
===== Spatial Kinematics (''continued'')=====
+
|-
+
| 8 Feb (M)
+
| Quaternions (''continued''), <br> Intro to Spatial Kinematics
+
| [http://www.cds.caltech.edu/~murray/mlswiki/index.php/Main_Page MLS 34-39]
+
| [http://robotics.caltech.edu/~jwb/courses/ME115/handouts/algebra.pdf Notes on Algebras]
+
| rowspan=4 align=center | [http://robotics.caltech.edu/~jwb/courses/ME115/homework/set3a.16.pdf Homework 3], <br>  [http://robotics.caltech.edu/~jwb/courses/ME115/homework/sol3a.16.pdf Solution 3]
+
 
+
|-
+
| 8 Feb (M)
+
| Spatial Displacments, <br> Chasle's Theorem, Exponential Coordinates
+
| [http://www.cds.caltech.edu/~murray/mlswiki/index.php/Main_Page MLS Pages 35-50]
+
| -N/A-
+
|-
+
| 10 Feb (W)
+
| Motion Capture <br> Rigid Body Velocities
+
| [http://www.cds.caltech.edu/~murray/mlswiki/index.php/Main_Page MLS Pages 51-61]; [http://robotics.caltech.edu/~jwb/courses/ME115/handouts/rodriguez.pdf Rodriguez' Displacement Equation];
+
| -N/A-
+
 
+
|-
+
| 12 Feb (F)
+
|  ''No Class''
+
| -N/A-
+
| -N/A-
+
 
+
 
+
|-
+
| align=center rowspan=4 | 7
+
| colspan=5 |
+
 
+
===== Spatial Kinematics: Velocities and Wrenches =====
+
|-
+
| 15 Feb (M)
+
| ''No Class:'' '''President's Day Holiday'''
+
| [http://www.cds.caltech.edu/~murray/mlswiki/index.php/Main_Page MLS Ch 2.3];
+
| -N/A-
+
| rowspan=3 align=center | [http://robotics.caltech.edu/~jwb/courses/ME115/homework/set4a.16.pdf Homework 4], <br> [http://robotics.caltech.edu/~jwb/courses/ME115/homework/sol4a.16.pdf Solution 4]
+
|-
+
| 17 Feb (W)
+
| Rigid Body Velocities (''continued'')
+
| [http://www.cds.caltech.edu/~murray/mlswiki/index.php/Main_Page MLS Ch 2.3]
+
| -N/A-
+
|-
+
| 19 Feb(F)
+
| Transformation of Velocities <br> Wrenches and Poinsot's Theorem
+
| [http://www.cds.caltech.edu/~murray/mlswiki/index.php/Main_Page MLS Ch 2.4-2.5]
+
| -N/A-
+
 
+
|-
+
| align=center rowspan=5 | 8
+
| colspan=5 |
+
 
+
===== Robot Manipulators =====
+
|-
+
| 22 Feb (M)
+
| Wrenches ''(continued)'', <br> Screw Theory
+
| -N/A-
+
| -N/A-
+
| rowspan=4 align=center | No Homework
+
 
+
|-
+
| 22 Feb (M)
+
| Robot Manipulators: Introduction
+
| [http://www.cds.caltech.edu/~murray/mlswiki/index.php/Main_Page MLS Chapter 3, pages 81-94]
+
| -N/A-
+
 
+
|-
+
| 23 Feb (W)
+
| Denavit Hartenberg Convention
+
| [http://www.cds.caltech.edu/~murray/mlswiki/index.php/Main_Page MLS Chapter 3, pages 81-94]
+
| -N/A-
+
 
+
|-
+
| 25 Feb(F)
+
| Forward Kinematics via the Denavit-Hartenberg Convention
+
| [http://www.cds.caltech.edu/~murray/mlswiki/index.php/Main_Page MLS Ch 3],
+
| [https://en.wikipedia.org/wiki/Denavit%E2%80%93Hartenberg_parameters DH-Parameters] (from Wikipedia), <br> [http://robotics.caltech.edu/~jwb/courses/ME115/handouts/DenavitHartenberg_Craig.pdf Scan from Craig Book] on D-H Parameters
+
|-
+
| align=center rowspan=4 | 9
+
| colspan=5 |
+
 
+
===== Forward/Inverse Kinematics =====
+
|-
+
| 29 Feb (M)
+
| Denavit-Hartenberg Convention (continued), Examples
+
| [http://www.cds.caltech.edu/~murray/mlswiki/index.php/Main_Page MLS Ch 3]; [http://robotics.caltech.edu/~jwb/courses/ME115/handouts/rodriguez.pdf Rodriguez' Displacement Equation];
+
| -N/A-
+
| rowspan=3 align=center | [http://robotics.caltech.edu/~jwb/courses/ME115/homework/set5a.16.pdf Homework 5], <br> [http://robotics.caltech.edu/~jwb/courses/ME115/homework/sol5a.16.pdf Solution 5]
+
|-
+
| 2 Mar (W)
+
| Product of Exponentials Formula
+
| [http://www.cds.caltech.edu/~murray/mlswiki/index.php/Main_Page MLS Ch 3]
+
| -N/A-
+
|-
+
| 4 Mar(F)
+
| Inverse Kinematics
+
| [http://www.cds.caltech.edu/~murray/mlswiki/index.php/Main_Page MLS Ch 3]
+
| -N/A-
+
 
+
|-
+
| align=center rowspan=4 | 10
+
| colspan=5 |
+
 
+
===== Jacobian Matrix and Singularities =====
+
 
|-
 
|-
| 7 Mar (M)
+
| 9 Jan (M)
| Manipulator Jacobian Matrices
+
| Configuration Space (C-space)
| [http://www.cds.caltech.edu/~murray/mlswiki/index.php/Main_Page MLS Ch 3, pages 115-120];
+
| Lavalle 4.2.1 <br> [[Media: CObstacleNotes.pdf | Notes on C-obstacles]]  
 
| -N/A-
 
| -N/A-
| rowspan=3 align=center | [http://robotics.caltech.edu/~jwb/courses/ME115/homework/set6a.16.pdf Optional Homework 6]
+
| rowspan=3 align=center | [[Media:ME_CS_132_2016_Homework1.pdf | Homework 1]], <br> [[Media:ME_CS_132_2016_Solution1.pdf | Solution 1]]
  
 
|-
 
|-
| 7 Mar (M)
+
| 11 Jan (W)
| Jacobian Matrix (continued), End-effector forces
+
| Configuration-Space Obstacles 
| [http://www.cds.caltech.edu/~murray/mlswiki/index.php/Main_Page MLS Ch 3, 121-123];
+
| Lavalle Chapter 4.3 <br> [[Media:StarAlgorithm.pdf | The Star Algorithm]]
 
| -N/A-
 
| -N/A-
  
 
|-
 
|-
| 9 Mar (W)
+
| 13 Jan (F)
| Manipulator Singularities
+
| Computing C-space obstacles
| [http://www.cds.caltech.edu/~murray/mlswiki/index.php/Main_Page MLS Ch 3, pp 123-127]
+
| [[Media:CObstacle_Param.pdf | Notes on Parametrized C-obstacles]]
 
| -N/A-
 
| -N/A-
  
 
|}
 
|}

Revision as of 21:03, 1 January 2017

This is the homepage for ME/CS 132(a,b) (Advanced Robotics: Navigation and Vision) for Winter/Spring 2017.

Course Staff, Hours, Location

Position Name Office Office Hours (changing weekly) Email Phone
Instructor Joel Burdick 245 Gates-Thomas send mail for an appointment jwb at robotics dot caltech dot edu 626-395-4139
Teach Asst. TBD 205 Gates-Thomas TBD 626-395-????
Teach Asst. TBD 205 Gates-Thomas TBD 626-395-????
Administrative Sonya Lincoln 250 Gates-Thomas 7:30am-noon; 1:00pm-4:30pm lincolns at caltech dot edu 626-395-3385


  • Lecture Schedule: To be determine at the Organizational Meeting

Announcements For ME/CS 132(a.b)

  • 01/04/17: The permanent lecture hours and location will be determined at the course organizational meeting.

Course Text and References

1) The main text for the first half of the course is:

  • Planning Algorithms by Steve LaValle (UIUC).

You can buy this book on-line at Amazon. A preprint of the text is available freely on-line, and is adequate for all activities of this course. This book provides a comprehensive summary of classical motion planning theory and algorithms. Many of the more advanced topics (e.g., information-space approaches to planning, and evasion-pursuit algorithms) are beyond the immediate scope of this class, but they should be accessible to interested students.

2) The following book is recommended (but not required):

  • Principles of Robot Motion: Theory, Algorithms, and Implementations, by Howie Choset, Kevin Lynch, Seth Hutchinson, George Kantor, Wolfram Burgard, Lydia Kavraki, and Sebastian Thrun.

This text is available at Amazon in both new and used versions.

3) Interested students may wish to also consult the following classic (but now out-of-print) text on motion planning: Robot Motion Planning by J.C. Latombe. A copy is available in the Caltech library.

Course Mechanics, Grading, and Collaboration Policy

Grading

The final grade will be based on homework sets, and a final exam or final project:

  • Homework (70%): Homework sets will be handed out every 7-10 days, and are due at 5 pm on the due date (which will always coincide with a class meeting). Homeworks can be dropped off in class, or deposited in the box outside of 245 Gates-Thomas. Some homeworks will require computation. MATLAB or Mathematica should be sufficient to solve every homework posed in this course, though students can choose their favorite programming language. Code is considered part of your solution and should be included in with the problem set when appropriate.
  • Final exam/project (30%): Students have the option to take a final exam (a limited time take-home format exam which is open book, open note, and computer allowed) or select a final project. The final project must incorporate some aspect of the course, and the topic and scope my be approved by the course instructor. The final exam will due at 5:00 pm the last day of finals. The final project is similarly due at 5:00 pm on the last day of finals.
  • Late Homework Policy: Students may automatically take a 2-day extension on two homeworks during each quarter.

Collaboration Policy

Collaboration on homework assignments is encouraged. You may consult outside reference materials, other students, the TA, or the instructor, but 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. Computer code and graphical plots are considered part of your solution, and therefore should be done individually (you can share ideas, but not code). No collaboration is allowed on the examinations.

Course Lecture Schedule for ME/CS 132(a)

Week Date Topic Reading Optional Reading Homework
1
Introduction and Review of Rigid Body Kinematics
4 Jan (Wed.) Class Overview & Mechanics
The basic motion planning problem
Course Overview Chapter 1 of Lavalle -No Homework-
6 Jan (Fri.) Review of planar Rigid Body Kinematics Lavalle Chapter 3.2.2 (pages 94-97) MLS Ch 2.1, Pages 19-23
Lavalle Chapter 3.1
2
Intro to C-space and the Basic Motion Planning Problem
9 Jan (M) Configuration Space (C-space) Lavalle 4.2.1
Notes on C-obstacles
-N/A- Homework 1,
Solution 1
11 Jan (W) Configuration-Space Obstacles Lavalle Chapter 4.3
The Star Algorithm
-N/A-
13 Jan (F) Computing C-space obstacles Notes on Parametrized C-obstacles -N/A-