Behavioural Theory of Systems with a View Toward Data Driven Control
Online
8 WeeksQuick Facts
| Medium Of Instructions | Mode Of Learning | Mode Of Delivery |
|---|---|---|
| Self Study | Video and Text Based |
Courses and Certificate Fees
| Fees Informations | Certificate Availability | Certificate Providing Authority |
|---|---|---|
| INR 1000 | yes | IIT Bombay |
The Syllabus
- Introduction: Systems, behaviours, dynamical systems. Fundamental properties: linearity,shift/time-invariance.
- Models and representations: AR, MA, ARMA. Kernel, image, latent variables.
- Behaviours and modules: The fundamental principle and elimination theory.
- Two crucial concepts: Controllability and observability.
- From time series to linear systems: the most powerful unfalsified model.
- The fundamental lemma of data-driven approach: persistency of excitation.
- Data-driven control: Data-driven satbilization.
- Data-drive control (contd.): Data informativity.