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UNIVERSITY OF MASSACHUSETTS
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| CMPSCI 603 |
Robotics |
Spring 2009 |
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| 1/27 |
Introduction Introduction, course information, homework/project environments, AI and robotics, state of the art. |
| 1/29 |
Knowledge and Embedded Systems reading assignment: (Chapter 1) | 2/3 |
The Organized Nervous System reading assignment: (Chapter 6) |
| 2/5 | Roger-the-Crab - Andrew Stout Introduction to Control Theory open-loop, closed-loop, Laplace transform, transfer functions. reading assignment: Chapter 9 , Appendix B.9 Homework #1 Assignment Exercises F.2.1, and 2(a) due 2/12 |
| 2/10 | Quiz #1 Control II spring-mass-damper, equilibrium setpoint control, 2nd order response, closed-loop transfer function, time-domain response, frequency-domain response |
| 2/12 |
Kinematics I spatial relationships, homogeneous transform, composition, inverse, indicial notation, examples, forward kinematics reading assignment: (Appendix B.3, Chapter 7-7.3.1) Homework #2 Assignment Exercises F.1.1, 2, 4, 6, 8 due 2/24 extra credit F.1.9 |
| 2/17 | Kinematics II
inverse kinematics, kinematics of imaging reading assignment: (Chapter 7.3.2-7.5) |
| 2/19 | Kinematics III principle kinematic axes, kinematic conditioning, conditioning metrics, stereo localizability reading assignment: (Chapter 7.6) |
| 2/24 |
Dynamics I Newton's laws, Conservation of momentum, inertia tensors, rotating coordinate systems. reading assignment: Chapter 8 (8.1-8.4) |
| 2/26 | Quiz #2 - through Chapter 7 Dynamics II Newton-Euler equations, outward-inward iterations Example reading assignment: Sections 8.5 |
| 3/3 | Dynamics III Lagrangian dynamics, simulation, feedforward dynamic compensators Example reading assignment: Sections 8.6 Homework #3 Assignment exercises F.3.1, 2, 4, 6, due 3/12 |
| 3/5 | Quiz #3 -through Chapter 8 Dynamics IV dynamic manipulability ellipsoid reading assignment: Sections 8.7, 8.8 |
| 3/10 | Exam I review |
| 3/12 | Exam I |
| 3/17 | Spring Break |
| 3/19 | Spring Break |
| 3/24 | Stability introduction to stability, root locus, Lyapunov analysis reading assignment: Section 9.3.1, 10.2 |
| 3/26 | Fields representations for path planning, potential fields, navigation functions reading assignment: Chapter 10, through 10.1 Homework #4 Assignment exercises F.4.1, 3, 4 (no programming this week) due 4/2 Exam I remediation fix your deductions on Exam I for up to 50% of the value of the deduction - due 4/2 |
| 3/31 - Guest Lecture | Fields II reading assignment: Section 10.3, 4 harmonic functions, numerical relaxation |
| 4/2 - Guest Lecture | Quiz #4 -through Chapter 10 Value Functions & Reinforcement Learning Bellman's equation, an introduction to value iteration |
| 4/7 | Control III control law synthesis and the inverted pendulum Redundancy excess degrees of freedom, self-motion manifold, pseudoinverse, null space projections reading assignment: Chapter 11 |
| 4/9 | Grasp Control Cutkoski's grasp taxonomy, form and force closure, the Grip Jacobian reading assignment: Chapter 16, Introduction, and Sections 16.1, 16.2 Homework #5 Assignment Roger's grasp controller Appendix F.6 due 4/23 |
| 4/14 | Grasp Control II sensor-driven grasp control, finite-state sequential control reading assignment: Section 16.5, Introduction, Sections 16.1, 16.2 |
| 4/16 | Haptics human hand, peripheral mechanoreceptors,intercellular communication, hierarchical organization of the nervous system reading assignment: Chapter 4 |
| 4/21 | Virtual Monday |
| 4/23 | Signal Processing and
Computer Vision frequency analysis and the Fourier transform, image acquisition, percept inversion vs. active perception reading assignment: Chapter 12 |
| 4/28 | Signal Processing II sampling theorem, convolution, finite difference operators, Homework #6 Assignment F.5.2, 3a, 3c.i, 4, plus (hopefully) a path planning programming problem - due 5/12 |
| 4/30 | Quiz #5 - Chapter 12 Signal Processing III Frei and Chen operators, deep structure, Gaussian (diffusion) operators, scale space, visual invariants, |
| 5/5 - Guest Lecture | Developmental Robotics reading assignment: Chapter 6 |
| 5/7 - Guest Lecture | Exam II review |
| 5/12 | Exam II |
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grupen "at" cs "dot" umass "dot" edu