Practical Finite-Time Synchronization of Fractional-Order Complex Dynamical Networks With Application to Lorenz’s Circuit

This paper focuses on addressing the practical finite-time synchronization (PFTS) problem of heterogeneous fractional-order complex dynamical networks (FCDNs) through event-triggered feedback control (ETFC). Firstly, a novel practical finite-time stability lemma is proposed based on the fractional-order differential inequality <inline-formula xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink"> <tex-math notation="LaTeX">$_{t_{0}}^{C}D_{t}^{\alpha } V\left ({{ t }}\right) \le - {p_{1}}V\left ({{ t }}\right) - {p_{2}}{V^{\beta } }\left ({{ t }}\right) + q$ </tex-math></inline-formula>, which plays a crucial role in analyzing PFTS. Secondly, a novel ETFC protocol is designed where the information transmission of the controller occurs at a sequence of state-dependent instants. Thirdly, using the aforementioned lemma and fractional Lyapunov theory, synchronization criteria for heterogeneous FCDNs can be derived, and Zeno behavior is excluded. Finally, the numerical example involving the PFTS of a fractional-order Lorenz’s circuit is provided to demonstrate the effectiveness of the proposed theoretical results.

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Publication Details

Journal
IEEE Transactions on Circuits and Systems I Regular Papers
Published
2024-10-02
DOI
https://doi.org/10.1109/tcsi.2024.3468398
Citations
11
Primary Topic
Neural Networks Stability and Synchronization
Type
article
Field-Weighted Citation Impact
3.84

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article

Practical Finite-Time Synchronization of Fractional-Order Complex Dynamical Networks With Application to Lorenz’s Circuit

Wei Chen, Xiaoping Wang, Zhigang Zeng, Jingang Lai
11 citations
IEEE Transactions on Circuits and Systems I Regular Papers
Neural Networks Stability and Synchronization
3.84
article

Practical Finite-Time Synchronization of Fractional-Order Complex Dynamical Networks With Application to Lorenz’s Circuit

Wei Chen, Xiaoping Wang, Zhigang Zeng, Jingang Lai
article en
11 citations

Abstract

This paper focuses on addressing the practical finite-time synchronization (PFTS) problem of heterogeneous fractional-order complex dynamical networks (FCDNs) through event-triggered feedback control (ETFC). Firstly, a novel practical finite-time stability lemma is proposed based on the fractional-order differential inequality <inline-formula xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink"> <tex-math notation="LaTeX">$_{t_{0}}^{C}D_{t}^{\alpha } V\left ({{ t }}\right) \le - {p_{1}}V\left ({{ t }}\right) - {p_{2}}{V^{\beta } }\left ({{ t }}\right) + q$ </tex-math></inline-formula>, which plays a crucial role in analyzing PFTS. Secondly, a novel ETFC protocol is designed where the information transmission of the controller occurs at a sequence of state-dependent instants. Thirdly, using the aforementioned lemma and fractional Lyapunov theory, synchronization criteria for heterogeneous FCDNs can be derived, and Zeno behavior is excluded. Finally, the numerical example involving the PFTS of a fractional-order Lorenz’s circuit is provided to demonstrate the effectiveness of the proposed theoretical results.

IEEE Transactions on Circuits and Systems I Regular PapersVol. 72(8)
Huazhong University of Science and Technology (CN)
National Natural Science Foundation of China
Openalex Percentile: Top 6%
Neural Networks Stability and Synchronization
3.84
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