Develop an applied understanding of state-space representations for linear time invariant multi-input multi-output dynamic systems in both the time domain and the frequency domain. Introduction to modern state-space control methods: state feedback and output feedback. Realistic design problems with numerical simulations of practical implementations.
This course provides a hands-on understanding of linear systems with multiple inputs and multiple outputs with an introduction to modern state-space control. The course emphasizes the use of practical software tools for anlayzing stability, computing time responses and frequency responses, and also for designing state feedback and output feedback controllers.
ECE 4405 or ECE 4624 or ECE 4634 or ME 4504 or AOE 4004.
The course requires a background in classical single-input simgle-output control which is not taught until the senior year. The course also requires a strong familiarity with Matlab/Simulink that is uncommon for undergraduates, but is expected of graduate students in the systems and controls disciplines.
Percentage of Course
|1. Linear algebra and matrix theory||15%|
|2. State-space representation of systems||10%|
|3. Transition matrix properties||10%|
|4. Stability (including internal and input-output)||20%|
|5. Controllability and observability||10%|
|6. Minimal realizations||5%|
|7. Controller and observer forms||5%|
|8. Linear feedback and state observation||15%|
|9. Separation principle and duality||5%|
|10. Integral control and exogenous inputs||5%|