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Group controllability of two-time-scale discrete-time multi-agent systems
- Source :
- Journal of the Franklin Institute. 357:3524-3540
- Publication Year :
- 2020
- Publisher :
- Elsevier BV, 2020.
-
Abstract
- In this paper, we address the group controllability issue for discrete-time multi-agent systems (MASs) with two-time-scale feature. Since the existence of singular perturbation parameter in modeling the two-time-scale MASs will cause ill-posedness problems, we decouple the MASs into fast and slow subsystems by using the iterative and approximate methods, and then eliminate the singular perturbation parameter. By using matrix theory, we propose a lot of necessary and/or sufficient conditions of group controllability, where some easy-to-use criteria are determined only by eigenvalues of matrices. Lastly, a simulation example is given to illustrate the effectiveness of the proposed theoretical results.
- Subjects :
- 0209 industrial biotechnology
Singular perturbation
Computer Networks and Communications
Computer science
Group (mathematics)
Applied Mathematics
Multi-agent system
02 engineering and technology
Two time scale
Controllability
020901 industrial engineering & automation
Discrete time and continuous time
Control and Systems Engineering
Feature (computer vision)
Signal Processing
0202 electrical engineering, electronic engineering, information engineering
Applied mathematics
020201 artificial intelligence & image processing
Eigenvalues and eigenvectors
Subjects
Details
- ISSN :
- 00160032
- Volume :
- 357
- Database :
- OpenAIRE
- Journal :
- Journal of the Franklin Institute
- Accession number :
- edsair.doi...........c70fd0266c5e01a277031ee9c770442e
- Full Text :
- https://doi.org/10.1016/j.jfranklin.2019.09.026