Internal/Boundary Control-Based Fixed-Time Synchronization for Spatiotemporal Networks
This article is concerned about fixed-time (FT) synchronization of spatiotemporal networks (STNs) with the Robin boundary condition. Above all, a switching-type FT stability theorem and an integral inequality are established, which provide a novel theoretical tool for the rigorous analysis of FT control in STNs. Subsequently, three kinds of nontrivial power-law controllers are developed which are separately acted on the interior, the boundary, and the whole of the spatial domain. Based on these control schemes and Lyapunov-like method, several flexible criteria are obtained to achieve FT synchronization of STNs, and the upper bound of the synchronization time is explicitly estimated. Note that, the derived results here are also perfectly applicable to STNs with Neumann or Dirichlet boundary condition. Several illustrate examples are presented at final to confirm the developed controllers and criteria.
Authors
- Tingting Shi (ORCID: https://orcid.org/0000-0003-2073-5138)
- Cheng Hu (ORCID: https://orcid.org/0000-0003-1322-2828)
- Tingwen Huang (ORCID: https://orcid.org/0000-0001-9610-846X)
- Quanxin Zhu (ORCID: https://orcid.org/0000-0003-3130-4923)
- Juan Yu (ORCID: https://orcid.org/0000-0001-6206-1843)
Institutions
- Hunan Normal University (CN)
- Texas A&M University at Qatar (QA)
- Xinjiang University (CN)
Publication Details
- Journal
- IEEE Transactions on Cybernetics
- Published
- 2024-08-13
- DOI
- https://doi.org/10.1109/tcyb.2024.3430855
- Citations
- 12
- Primary Topic
- Neural Networks Stability and Synchronization
- Type
- article
- Field-Weighted Citation Impact
- 4.19
Funders
- National Natural Science Foundation of China
- Science Research Foundation of Xijing University