伴随随机链路动态的复杂网络的双跟踪控制
Double Tracking Control of Complex Networks with Stochastic Links
DOI: 10.12677/csa.2024.1411226, PDF,    科研立项经费支持
作者: 赵娟霞：广州铁路职业技术学院电气工程学院，广东 广州；高沛涛*：广东技术师范大学电子与信息学院，广东 广州；王银河：广东工业大学自动化学院，广东 广州
关键词: 随机复杂动态网络；链路动态；双跟踪控制；控制方案；Stochastic Complex Dynamic Network； Links Dynamics； Double Tracking Control； Control Scheme
摘要: 本文针对随机复杂动态网络，给出了网络在均方意义下实现双跟踪的定义，提出了新的控制策略。本文考虑的复杂网络是由节点与链路共同组成，并且采用两个随机微分方程来对节点与链路的动态分别进行了建模。假设节点的状态信息是可以被利用的，链路的状态信息是不可以被利用的，基于此，在节点中设计了控制器，同时在链路中设计了耦合关系。通过这两个部分的共同作用可以使得节点跟踪上任意给定的跟踪目标，同时链路也可以跟踪上任意给定的跟踪目标。最后给出数值仿真验证了本文所提控制方案的有效性。
Abstract: In this paper, the definition of double tracking in the meaning of mean square for stochastic complex dynamic networks is given, and a new control strategy is proposed. Complex network considered in this paper is composed of nodes and links, and two stochastic differential equations are used to model the dynamics of nodes and links respectively. It is assumed that the state information of the nodes can be used, and the state information of the links can not be used. Based on this, the controller is designed in the node and the coupling relationship is designed in the link. Through the joint action of these two parts, the nodes can track any given tracking targets, and the links can also track any given tracking targets. Finally, numerical simulation is given to verify the effectiveness of the proposed control scheme.
文章引用：赵娟霞, 高沛涛, 王银河. 伴随随机链路动态的复杂网络的双跟踪控制[J]. 计算机科学与应用, 2024, 14(11): 170-181. https://doi.org/10.12677/csa.2024.1411226

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