Exploring Oriented Threshold Graphs: A Study on Controllability/Observability

被引:0
|
作者
Sadat Mousavi, Shima [1 ]
机构
[1] Swiss Fed Inst Technol, Inst Transport Planning & Syst, CH-8092 Zurich, Switzerland
来源
IEEE CONTROL SYSTEMS LETTERS | 2024年 / 8卷
关键词
Laplace equations; Controllability; Eigenvalues and eigenfunctions; Observability; Directed graphs; Vectors; Social networking (online); Laplacian controllability; oriented threshold graphs; advection; consensus; observability; DYNAMICS; NETWORKS;
D O I
10.1109/LCSYS.2024.3424873
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this letter, we explore the controllability/observability of Laplacian networks on oriented threshold graphs (OTGs). We present the spectrum and modal matrix associated with their out-degree Laplacian matrices. Our analysis shows that the out-degree Laplacian matrix is diagonalizable, allowing us to establish necessary and sufficient conditions for Laplacian controllability. Furthermore, we demonstrate that with a binary input matrix, the minimum number of control signals required for controllability equals the maximum geometric multiplicity of out-degree Laplacian eigenvalues. The results also hold for the observability of OTGs with in-degree Laplacian matrices.
引用
收藏
页码:2003 / 2008
页数:6
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