CDS 110b, Winter 2008 - Course Schedule

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CDS 110b Schedule Project Course Text

This page contains the course schedule for CDS 110b. The bold links for each week take you to a page that contains the a summary of the lectures for that week plus links to all course handouts.

Week Date Topic Reading Homework
1
Two Degree of Freedom Control Design
7 Jan (M) Course overview, two degree of freedom design, tracking 1.1-1.2 1.2, 1.3, 1.4, 1.5
solns
9 Jan (W) Trajectory generation and flatness 1.3
11 Jan (F) Implementation + course project discussion
2
Optimal Control
14 Jan (M) Maximum principle 2.1-2.2 2.3, 2.4a-d, 2.6
solns
16 Jan (W) Applications 2.3
18 Jan (F) Project meeting
3
Linear Quadratic Regulators (LQR)
21 Jan (M) Martin Luther King Day (holiday) HW #3
solns
23 Jan (W) Linear quadratic optimal control
25 Jan (F) LQR design considerations
4
Receding Horizon Optimal Control
28 Jan (M) Receding horizon control (RHC) HW 4 solns
30 Jan (W) RHC design examples
1 Feb* (F) No class
5
State Estimation
4 Feb* (M) Observability and state estimation Midterm Solns
6 Feb (W) Observer design considerations
8 Feb (F) Midterm review/Project meeting
6
Stochastic Systems
11 Feb (M) Random processes HW #5 solns
13 Feb (W) Stochastic systems
15 Feb (F) Kalman filtering
7
Kalman Filters
18 Feb (M) President's Day (holiday) HW #6 solns
20 Feb (W) Linear quadratic estimators
22 Feb (F) Discrete time Kalman filter
8
Sensor Fusion
25 Feb (M) Sensor fusion via kalman filtering HW 7 solns
27 Feb (W) Information form of the Kalman filter
29 Feb (F) Particle filters
9
Robust Performance
3 Mar (M) Modeling uncertainty HW #8solns
5 Mar (W) Robust stability and performance
7 Mar (F) Project meeting
10
H Infinity Control
10 Mar (M) H infinity control design Final
12 Mar (W) Final exam review