Fast finite-time quantized control of multi-layer networks and its applications in secure communication

被引:0
|
作者
Tang, Qian [1 ]
Qu, Shaocheng [1 ]
Zheng, Wei [1 ]
Tu, Zhengwen [2 ]
机构
[1] Cent China Normal Univ, Coll Phys Sci & Technol, Wuhan 430079, Peoples R China
[2] Chongqing Three Gorges Univ, Coll Math & Stat, Chongqing 404100, Peoples R China
关键词
Fast finite-time synchronization; Multi-layer network; Quantized control; Secure communication; Settling time; CHAOTIC SYSTEMS; SYNCHRONIZATION; STABILIZATION;
D O I
10.1016/j.neunet.2025.107225
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper introduces a quantized controller to address the challenge of fast finite-time synchronization of multi-layer networks, where each layer represents a distinct type of interaction within complex systems. Firstly, based on the stability theory, a novel fast finite-time stability criterion is derived, which can seta smaller upper limit of the settling time by comparing it with the general finite-time stability. Secondly, by converting continuous error signals into piecewise continuous forms, a quantized control scheme is employed to realize fast finite-time synchronization in multi-layer networks, which can save control resources and alleviate communication congestion. Finally, the feasibility of the quantized control algorithm in multi-layer network synchronization and its applications in secure communication are verified through numerical simulation.
引用
收藏
页数:11
相关论文
共 50 条
  • [1] Finite-time pinning synchronization control for multi-layer complex networks
    Sun, Shixiang
    Wei, Xinjiang
    Zhang, Huifeng
    Hu, Xin
    INTERNATIONAL JOURNAL OF ROBUST AND NONLINEAR CONTROL, 2024, 34 (13) : 9153 - 9165
  • [2] Finite-time quasi-synchronization of multi-layer heterogeneous networks with distributed hybrid control
    Sun, Jiashuo
    Xiang, Linying
    NEUROCOMPUTING, 2024, 566
  • [3] Finite-time synchronization of multi-layer nonlinear coupled complex networks via intermittent feedback control
    Zhang, Daoyuan
    Shen, Yanjun
    Mei, Jun
    NEUROCOMPUTING, 2017, 225 : 129 - 138
  • [4] Event-triggered-based finite-time pinning synchronization control for multi-layer complex networks
    Sun, Shixiang
    Wei, Xinjiang
    Zhang, Huifeng
    Hu, Xin
    TRANSACTIONS OF THE INSTITUTE OF MEASUREMENT AND CONTROL, 2025, 47 (01) : 150 - 157
  • [5] Finite-time synchronization and topology identification of stochastic multi-layer networks with Markovian switching
    Li, Ran
    Zhang, Chunmei
    Yang, Hui
    Chen, Huiling
    MATHEMATICS AND COMPUTERS IN SIMULATION, 2024, 217 : 80 - 96
  • [6] Finite-Time Bipartite Tracking Consensus of Fractional-Order Multi-Layer Signed Networks by Aperiodically Intermittent Control
    Zhang, Wei
    Zhu, Haihong
    Wen, Shiping
    Huang, Tingwen
    IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS, 2024, 71 (06) : 3061 - 3065
  • [7] Finite-Time Synchronization of Networks via Quantized Intermittent Pinning Control
    Xu, Chen
    Yang, Xinsong
    Lu, Jianquan
    Feng, Jianwen
    Alsaadi, Fuad E.
    Hayat, Tasawar
    IEEE TRANSACTIONS ON CYBERNETICS, 2018, 48 (10) : 3021 - 3027
  • [8] Finite-time observers: Application to secure communication
    Perruquetti, Wilfrid
    Floquet, Thierry
    Moulay, Emmanuel
    IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2008, 53 (01) : 356 - 360
  • [9] Finite-time and fixed-time synchronization of a class of inertial neural networks with multi-proportional delays and its application to secure communication
    Alimi, Adel M.
    Aouiti, Chaouki
    Assali, El Abed
    NEUROCOMPUTING, 2019, 332 : 29 - 43
  • [10] Finite-Time Synchronization of Fractional-Order Complex-Valued Multi-Layer Network via Adaptive Quantized Control Under Deceptive Attacks
    Xu, Lulu
    Yu, Juan
    Hu, Cheng
    Xiong, Kailong
    Shi, Tingting
    FRACTAL AND FRACTIONAL, 2025, 9 (01)