Controllability of Deep-Coupling Dynamical Networks
This paper explores the state controllability of deep-coupling networks with inter-layer couplings, where the nodes of each layer are higher-dimensional linear time-invariant dynamical systems. The collective effects on the network controllability from intra-layer network topologies, node dynamics,...
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| Veröffentlicht in: | IEEE transactions on circuits and systems. I, Regular papers Regular papers, 2020-12, Vol.67 (12), p.5211-5222 |
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| container_title | IEEE transactions on circuits and systems. I, Regular papers |
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| creator | Wu, Jie-Ning Li, Xiang Chen, Guanrong |
| description | This paper explores the state controllability of deep-coupling networks with inter-layer couplings, where the nodes of each layer are higher-dimensional linear time-invariant dynamical systems. The collective effects on the network controllability from intra-layer network topologies, node dynamics, external control inputs and inner interactions are extensively explored under two representative inter-layer coupling modes, where the integrated network can be controllable even if the intra-layer network topology is uncontrollable by external inputs. Some necessary and/or sufficient conditions for the network controllability are obtained for the representative two-layer intra-layer couplings of interdependent and drive-response modes. Simulated examples reveal the important role of inter-layer couplings of a controllable deep-coupling dynamical network assembled from uncontrollable intra-layer networks. |
| doi_str_mv | 10.1109/TCSI.2020.2999451 |
| format | Article |
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Simulated examples reveal the important role of inter-layer couplings of a controllable deep-coupling dynamical network assembled from uncontrollable intra-layer networks.</description><subject>Controllability</subject><subject>Couplings</subject><subject>drive-response mode</subject><subject>inter-layer coupling</subject><subject>interdependent mode</subject><subject>linear time-invariant system</subject><subject>Network controllability</subject><subject>Network topologies</subject><subject>Network topology</subject><subject>Observability</subject><subject>Power grids</subject><subject>Power system dynamics</subject><subject>Stability</subject><subject>Topology</subject><issn>1549-8328</issn><issn>1558-0806</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2020</creationdate><recordtype>article</recordtype><sourceid>RIE</sourceid><recordid>eNo9kMtOwzAQRS0EEqXwAYhNJNYptsd1PUuU8qhUwYKytlx3glLSONipUP-eRK1YzSzOnbk6jN0KPhGC48Oq-FhMJJd8IhFRTcUZG4np1OTccH0-7ApzA9JcsquUtpxL5CBGDIrQdDHUtVtXddUdslBmc6I2L8K-ravmK5sfGrervKuzN-p-Q_xO1-yidHWim9Mcs8_np1Xxmi_fXxbF4zL3EqHLUaP3G2FQlwDaOAJTeiC1IQDUG0F8LQSAQyWd1h76ohwklaXRpBSuYczuj3fbGH72lDq7DfvY9C-tVHomUQs56ylxpHwMKUUqbRurnYsHK7gd3NjBjR3c2JObPnN3zFRE9M9jX0ebGfwBqDherQ</recordid><startdate>20201201</startdate><enddate>20201201</enddate><creator>Wu, Jie-Ning</creator><creator>Li, Xiang</creator><creator>Chen, Guanrong</creator><general>IEEE</general><general>The Institute of Electrical and Electronics Engineers, Inc. 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| source | IEEE Electronic Library (IEL) |
| subjects | Controllability Couplings drive-response mode inter-layer coupling interdependent mode linear time-invariant system Network controllability Network topologies Network topology Observability Power grids Power system dynamics Stability Topology |
| title | Controllability of Deep-Coupling Dynamical Networks |
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