基于动态事件触发的状态饱和复杂网络递推滤波
作者:
作者单位:

东北石油大学

作者简介:

通讯作者:

中图分类号:

TP273

基金项目:

国家自然科学基金项目(面上项目,重点项目,重大项目),黑龙江省自然科学基金,东北石油大学青年科学基金,大庆市指导性科技计划项目


Recursive Filtering for State Saturated Complex Networks Based on Dynamic-Event Triggering Mechanism
Author:
Affiliation:

Northeast Petroleum University

Fund Project:

National Natural Science Foundation of China,Natural Science Foundation of Heilongjiang Province of China,Youth Science Foundation of Northeast Petroleum University,Guiding Science and Technology Project of Daqing

  • 摘要
  • |
  • 图/表
  • |
  • 访问统计
  • |
  • 参考文献
  • |
  • 相似文献
  • |
  • 引证文献
  • |
  • 资源附件
  • |
  • 文章评论
    摘要:

    本文以一类具有状态饱和与非线性耦合的复杂网络为研究对象, 针对无线通信传输负荷大的问题, 提出了一种动态事件传输机制下的递推滤波算法, 以达到保证滤波性能的同时减轻通信网络传输负担的目的. 论文首先构造了此类时变复杂网络的数学模型, 然后设计了具有较低保守性的递推滤波器, 计算了滤波器的增益, 并对设计的递推滤波算法进行了有界性分析. 最后, 论文给出了一个仿真实例. 从仿真结果可以看出, 动态事件触发机制的引入能够降低无线通信网络传输负担, 达到了节约能量的目的; 并且本文提出的递推滤波算法能够保证此类复杂网络在动态事件触发机制下仍具有较好的滤波效果, 验证了所提出算法的有效性.

    Abstract:

    As for the problem of heavy transmission burden of wireless communication, a recursive filtering algorithm based on dynamic-event transmission mechanism is proposed for a class of complex networks with state saturations and nonlinear coupling strengths in this paper. The main purpose of this paper is to design a filtering algorithm which can guarantee the filtering performance and reduce the transmission burden of wireless communication networks. Firstly, the mathematical model of this class of complex network is constructed. Then, a recursive filter with less conservatism is designed, the gain of the recursive filter is calculated and the performance of the proposed recursive filtering algorithm is analyzed. Finally, a simulation example is implemented. It is shown from the simulation results that the introduction of dynamic event-triggered mechanism can reduce the transmission burden of wireless communication network and achieve the purpose of saving energy; and the recursive filtering algorithm proposed in this paper can ensure that this class of complex networks possess good filtering effect under the dynamic event-triggered mechanism, which verifies the effectiveness of the proposed algorithm.

    参考文献
    相似文献
    引证文献
引用本文
分享
文章指标
  • 点击次数:
  • 下载次数:
  • HTML阅读次数:
  • 引用次数:
历史
  • 收稿日期:2020-09-04
  • 最后修改日期:2020-12-03
  • 录用日期:2020-12-03
  • 在线发布日期:
  • 出版日期: