Finite-Time Synchronization and Energy Consumption Prediction for Multilayer Fractional-Order Networks

被引:67
作者
Tong, Dongbing [1 ]
Ma, Ben [1 ]
Chen, Qiaoyu [1 ]
Wei, Yunbing [1 ]
Shi, Peng [2 ]
机构
[1] Shanghai Univ Engn Sci, Coll Elect & Elect Engn, Shanghai 201620, Peoples R China
[2] Univ Adelaide, Sch Elect & Elect Engn, Adelaide, SA 5005, Australia
基金
上海市自然科学基金;
关键词
Energy consumption; Synchronization; Nonhomogeneous media; Complex networks; Couplings; Stability criteria; Memory management; Multilayer fractional-order networks; finite-time control; energy consumption perdiction; synchronization control;
D O I
10.1109/TCSII.2022.3233420
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
The finite-time synchronization (FTS) of the prediction of the synchronization time and energy consumption is discussed for multilayer fractional-order networks (MFONs). First of all, according to fractional-order calculus properties, a sufficient criterion is obtained to guarantee the FTS for MFONs. Second, the bound on synchronization time and energy consumption prediction are obtained. Furthermore, the effect of the system order on energy consumption for MFONs is revealed. An example of a three-layer fractional network is given to illustrate the validity of results obtained in the end.
引用
收藏
页码:2176 / 2180
页数:5
相关论文
共 22 条
[1]   Settling-Time Estimation for Finite-Time Stabilization of Fractional-Order Quaternion-Valued Fuzzy NNs [J].
Hu, Xiaofang ;
Wang, Leimin ;
Zeng, Zhigang ;
Zhu, Song ;
Hu, Junhao .
IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2022, 30 (12) :5460-5472
[2]   A modified fractional order generalized bio-thermoelastic theory with temperature-dependent thermal material properties [J].
Li, Xiaoya ;
Xue, Zhangna ;
Tian, Xiaogeng .
INTERNATIONAL JOURNAL OF THERMAL SCIENCES, 2018, 132 :249-256
[3]   Event-Triggered Adaptive Neural Control for Fractional-Order Nonlinear Systems Based on Finite-Time Scheme [J].
Li, Yuan-Xin ;
Wei, Ming ;
Tong, Shaocheng .
IEEE TRANSACTIONS ON CYBERNETICS, 2022, 52 (09) :9481-9489
[4]   Finite-Time Passivity for Coupled Fractional-Order Neural Networks With Multistate or Multiderivative Couplings [J].
Liu, Chen-Guang ;
Wang, Jin-Liang ;
Wu, Huai-Ning .
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2023, 34 (09) :5976-5987
[5]   Secure Communication via Chaotic Synchronization Based on Reservoir Computing [J].
Liu, Jiayue ;
Zhang, Jianguo ;
Wang, Yuncai .
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2024, 35 (01) :285-299
[6]   Projective Synchronization Analysis of Fractional-Order Neural Networks With Mixed Time Delays [J].
Liu, Peng ;
Kong, Minxue ;
Zeng, Zhigang .
IEEE TRANSACTIONS ON CYBERNETICS, 2022, 52 (07) :6798-6808
[7]   Output Synchronization for Coupled Neural Networks With Multiple Delayed Output Couplings [J].
Liu, Xiao-Lu ;
Wang, Jin-Liang ;
Huang, Tingwen .
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS, 2022, 69 (11) :4394-4398
[8]   Coordinated Attitude Synchronization and Tracking Control of Multiple Spacecraft Over a Communication Network With a Switching Topology [J].
Liu, Xiaoping ;
Zou, Yao ;
Meng, Ziyang ;
You, Zheng .
IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS, 2020, 56 (02) :1148-1162
[9]   Finite-time synchronization of multi-weighted fractional-order coupled neural networks with fixed and adaptive couplings [J].
Ma, Ben ;
Tong, Dongbing ;
Chen, Qiaoyu ;
Zhou, Wuneng ;
Wei, Yunbing .
INTERNATIONAL JOURNAL OF ADAPTIVE CONTROL AND SIGNAL PROCESSING, 2022, 36 (10) :2364-2382
[10]   Compressive-Sensing-Based Structure Identification for Multilayer Networks [J].
Mei, Guofeng ;
Wu, Xiaoqun ;
Wang, Yingfei ;
Hu, Mi ;
Lu, Jun-An ;
Chen, Guanrong .
IEEE TRANSACTIONS ON CYBERNETICS, 2018, 48 (02) :754-764