Output Synchronization of Complex Dynamical Networks With Multiple Output or Output Derivative Couplings

In this paper, the output synchronization problem for complex dynamical networks (CDNs) with multiple output or output derivative couplings is discussed in detail. Under the help of Lyapunov functional and inequality techniques, an output synchronization criterion is presented for CDNs with multiple...

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Bibliographic Details
Published in:IEEE transactions on cybernetics 2021-02, Vol.51 (2), p.927-937
Main Authors: Wang, Jin-Liang, Wang, Dong-Yang, Wu, Huai-Ning, Huang, Tingwen
Format: Article
Language:English
Subjects:
Adaptation models
Adaptive control
Artificial neural networks
complex dynamical networks (CDNs)
Couplings
multiple output couplings
multiple output derivative couplings
output synchronization
Research and development
Synchronism
Synchronization
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Summary:In this paper, the output synchronization problem for complex dynamical networks (CDNs) with multiple output or output derivative couplings is discussed in detail. Under the help of Lyapunov functional and inequality techniques, an output synchronization criterion is presented for CDNs with multiple output couplings (CDNMOCs). To ensure the output synchronization of CDNMOCs, an adaptive control scheme is also devised. Similarly, we also take into account the adaptive output synchronization and output synchronization of CDNs with multiple output derivative couplings. At last, several numerical examples are designed to testify the effectiveness of the proposed results.
ISSN:2168-2267
2168-2275
DOI:10.1109/TCYB.2019.2912336