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...
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 |
Similar Items
-
Regret Minimization in Structured Reinforcement Learning
by: Tranos, Damianos
Published: (2021) -
Adaptive Cruise Control for Heavy Vehicles : Hybrid Control and MPC
by: Axehill, Daniel, et al.
Published: (2003) -
Identification and Adaptive Control of a Coordinate Measuring Machine
by: Pettersson, Ulf
Published: (2004) -
Online Multi-Objective Model-Independent Adaptive Tracking Mechanism for Dynamical Systems
by: Mohammed Abouheaf, et al.
Published: (2019-09-01) -
Adaptive cruise control utilizing Look-Ahead infromation
by: Rost, Johanna
Published: (2009)