Title :
On structured realizability and stabilizability of linear systems
Author :
Lessard, Laurent ; Kristalny, Maxim ; Rantzer, Anders
Author_Institution :
Dept. of Mech. Eng., Univ. of California Berkeley, Berkeley, CA, USA
Abstract :
We study the notion of structured realizability for linear systems defined over graphs. A stabilizable and detectable realization is structured if the state-space matrices inherit the sparsity pattern of the adjacency matrix of the associated graph. In this paper, we demonstrate that not every structured transfer matrix has a structured realization and we reveal the practical meaning of this fact. We also uncover a close connection between the structured realizability of a plant and whether the plant can be stabilized by a structured controller. In particular, we show that a structured stabilizing controller can only exist when the plant admits a structured realization. Finally, we give a parameterization of all structured stabilizing controllers and show that they always have structured realizations.
Keywords :
graph theory; linear systems; realisation theory; sparse matrices; stability; state-space methods; adjacency matrix; associated graph; linear system stabilizability; sparsity pattern; state-space matrix; structured realizability; structured stabilizing controller parameterization; structured transfer matrix; Bismuth; Context; Educational institutions; Indexes; Mechanical engineering; Stability criteria; Transfer functions;
Conference_Titel :
American Control Conference (ACC), 2013
Conference_Location :
Washington, DC
Print_ISBN :
978-1-4799-0177-7
DOI :
10.1109/ACC.2013.6580744