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
相关论文
共 50 条
  • [1] Laplacian Controllability of Oriented Threshold Graphs
    Mousavi, Shima Sadat
    Kouvelas, Anastasious
    2021 AMERICAN CONTROL CONFERENCE (ACC), 2021, : 2687 - 2692
  • [2] Codes on Graphs: Observability, Controllability, and Local Reducibility
    Forney, G. David, Jr.
    Gluesing-Luerssen, Heide
    IEEE TRANSACTIONS ON INFORMATION THEORY, 2013, 59 (01) : 223 - 237
  • [3] Controllability and Observability of Grid Graphs via Reduction and Symmetries
    Notarstefano, Giuseppe
    Parlangeli, Gianfranco
    IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2013, 58 (07) : 1719 - 1731
  • [4] Observability, Controllability and Local Reducibility of Linear Codes on Graphs
    Forney, G. David, Jr.
    Gluesing-Luerssen, Heide
    2012 IEEE INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY PROCEEDINGS (ISIT), 2012, : 641 - 645
  • [5] Oriented threshold graphs
    Boeckner, Derek
    AUSTRALASIAN JOURNAL OF COMBINATORICS, 2018, 71 : 43 - 53
  • [6] Laplacian controllability classes for threshold graphs
    Aguilar, Cesar O.
    Gharesifard, Bahman
    LINEAR ALGEBRA AND ITS APPLICATIONS, 2015, 471 : 575 - 586
  • [7] Controllability Analysis of Threshold Graphs and Cographs
    Mousavi, Shima Sadat
    Haeri, Mohammad
    Mesbahi, Mehran
    2018 EUROPEAN CONTROL CONFERENCE (ECC), 2018, : 1869 - 1874
  • [8] On the state structural observability and controllability of linear and linearized bond graphs
    Sia, K.
    Namaane, A.
    M'Sirdi, N. K.
    2012 2ND INTERNATIONAL CONFERENCE ON COMMUNICATIONS, COMPUTING AND CONTROL APPLICATIONS (CCCA), 2012,
  • [9] Minimal Laplacian controllability problems of threshold graphs
    Hsu, Shun-Pin
    IET CONTROL THEORY AND APPLICATIONS, 2019, 13 (11): : 1639 - 1645
  • [10] Minimal Laplacian Controllability of Directed Threshold Graphs
    Hsu, Shun-Pin
    IEEE CONTROL SYSTEMS LETTERS, 2022, 6 : 2413 - 2418