Hi.
I'm going to work on Robust centralised and distributed MPC analysis of Discrete LTI systems using robust invariant set and LMI.
Could any one suggest me some recently published papers regarding the issue?
Many Thanks.
Dear Saeed,
First of all I greet you and to my knowledge and I hope I'm wrong for your benefit, one of the most recent references is the thesis of Christian Conte 2014. However there is a new comprehensive approach that addresses the problem and uses a nouvaux concepte'Systems one Graphs'. Here is link attached files.
-On the Identification of Polytrees of Linear Dynamic Systems with Hidden Nodes.
Thursday - PaperCept Conference Management System
https://controls.papercept.net/.../MTNS16_ContentList...
Keywords: Systems on Graphs, System Identification, Networked Control Systems
Abstract: This article considers the problem of reconstructing the interconnection structure of a polytree network when only non-invasive observations are available and in the potential presence of hidden nodes. Previous results were limited to tree networks with single roots. Polytrees (directed trees with multiple roots) instead represent a much richer and more expressive class of models than rooted trees. Thus the extensions obtained in this article provide a significant methodological improvement with applications to several areas such as adaptive bitrate estimation, leader detection, and disease spreading.
-Graphoid-based methodologies in modeling, analysis, identification and control of networks of dynamic systems
The conceptual and methodological gap between graphical models of random variables and networks of dynamic systems, creating a single unified language and theoretical framework for these two different classes.
Graph theory has a widespread use as a modeling tool in science. Graphs are commonly used to explain complex multivariate phenomena in terms of correlation, statistical dependence and also causal connectivity among their different parts.
Best regards
Hi dears.
Firstly, I should thanks you for your excellent answers. I considered them, especially the thesis by Conte, and gave me the hints on the issue.
Thank you very much
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