We study networks with linear dynamics where the presence of symmetries of the pair (Formula presented.), induces a partition of the network nodes in clusters and the matrix A is not restricted to be in Laplacian form. For these networks, an invariant group consensus subspace can be defined, in which the nodes in the same cluster evolve along the same trajectory in time. We prove that the network dynamics is uncontrollable in directions orthogonal to this subspace. Under the assumption that the dynamics parallel to this subspace is controllable, we design optimal controllers that drive the group consensus dynamics towards a desired state. Then, we consider the problem of selecting additional control inputs that stabilise the group consensus subspace and obtain bounds on the minimum number of additional inputs and driver nodes needed to this end. Altogether, our results indicate that it is possible to independently design the control actions along and transverse to the group consensus subspace.
Controlling consensus in networks with symmetries / Lo Iudice, F.; Di Meglio, A.; Della Rossa, F.; Sorrentino, F.. - In: INTERNATIONAL JOURNAL OF CONTROL. - ISSN 0020-7179. - 95:11(2022), pp. 2943-2959. [10.1080/00207179.2021.1946157]
Controlling consensus in networks with symmetries
Lo Iudice F.
;Della Rossa F.;
2022
Abstract
We study networks with linear dynamics where the presence of symmetries of the pair (Formula presented.), induces a partition of the network nodes in clusters and the matrix A is not restricted to be in Laplacian form. For these networks, an invariant group consensus subspace can be defined, in which the nodes in the same cluster evolve along the same trajectory in time. We prove that the network dynamics is uncontrollable in directions orthogonal to this subspace. Under the assumption that the dynamics parallel to this subspace is controllable, we design optimal controllers that drive the group consensus dynamics towards a desired state. Then, we consider the problem of selecting additional control inputs that stabilise the group consensus subspace and obtain bounds on the minimum number of additional inputs and driver nodes needed to this end. Altogether, our results indicate that it is possible to independently design the control actions along and transverse to the group consensus subspace.File | Dimensione | Formato | |
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