Applications of Information Inequalities to Linear Systems : Adaptive Control and Security

This thesis considers the application of information inequalities, Cramér-Rao type bounds, based on Fisher information, to linear systems. These tools are used to study the trade-offs between learning and performance in two application areas: adaptive control and control systems security. In the fir...

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Bibliographic Details
Main Author: Ziemann, Ingvar
Format: Others
Language:English
Published: KTH, Reglerteknik 2021
Subjects:
Online Access:http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-291203
http://nbn-resolving.de/urn:isbn:978-91-7873-804-5