Target Controllability of Multi-Layer Networks With High-Dimensional Nodes
文献类型：期刊论文
| 作者 | Lifu Wang; Zhaofei Li; Ge Guo; Zhi Kong |
| 刊名 | IEEE/CAA Journal of Automatica Sinica
 |
| 出版日期 | 2024 |
| 卷号 | 11期号:9页码:1999-2010 |
| 关键词 | High-dimensional nodes inter-layer couplings multi-layer networks target controllability |
| ISSN号 | 2329-9266 |
| DOI | 10.1109/JAS.2023.124152 |
| 英文摘要 | This paper studies the target controllability of multi-layer complex networked systems, in which the nodes are high-dimensional linear time invariant (LTI) dynamical systems, and the network topology is directed and weighted. The influence of inter-layer couplings on the target controllability of multi-layer networks is discussed. It is found that even if there exists a layer which is not target controllable, the entire multi-layer network can still be target controllable due to the inter-layer couplings. For the multi-layer networks with general structure, a necessary and sufficient condition for target controllability is given by establishing the relationship between uncontrollable subspace and output matrix. By the derived condition, it can be found that the system may be target controllable even if it is not state controllable. On this basis, two corollaries are derived, which clarify the relationship between target controllability, state controllability and output controllability. For the multi-layer networks where the inter-layer couplings are directed chains and directed stars, sufficient conditions for target controllability of networked systems are given, respectively. These conditions are easier to verify than the classic criterion. |
| 源URL | [http://ir.ia.ac.cn/handle/173211/58812]  |
| 专题 | 自动化研究所_学术期刊_IEEE/CAA Journal of Automatica Sinica |
| 推荐引用方式 GB/T 7714 | Lifu Wang,Zhaofei Li,Ge Guo,et al. Target Controllability of Multi-Layer Networks With High-Dimensional Nodes[J]. IEEE/CAA Journal of Automatica Sinica,2024,11(9):1999-2010. |
| APA | Lifu Wang,Zhaofei Li,Ge Guo,&Zhi Kong.(2024).Target Controllability of Multi-Layer Networks With High-Dimensional Nodes.IEEE/CAA Journal of Automatica Sinica,11(9),1999-2010. |
| MLA | Lifu Wang,et al."Target Controllability of Multi-Layer Networks With High-Dimensional Nodes".IEEE/CAA Journal of Automatica Sinica 11.9(2024):1999-2010. |
入库方式： OAI收割
来源：自动化研究所
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