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Behavioural Theory of Systems with a View Toward Data Driven Control
By IIT Bombay via SwayamNPTEL
Online
8 Weeks
Free Quick Facts
| Medium Of Instructions | Mode Of Learning | Mode Of Delivery |
|---|---|---|
| English | 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.
Instructors
Articles
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