基于复杂网络理论的指挥控制网络模型构建方法研究

IF 2.2 4区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS
Jianwei Wang, Chengsheng Pan
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引用次数: 0

摘要

指挥控制(C2)网络是以指挥关系为基础,连接各级作战单位的完整组织体系。其目的是保证C2系统能够充分发挥其指挥功能,实现决策的高精度和高效率。随着战争模型从网络中心战迅速发展到多域作战,传统的C2网络利用树形结构进行连接,仅表现出单一的层次关系,这使得同一级别的不同作战单元之间的互连具有挑战性。此外,随着战争的多样化,传统C2网络模型中的三种节点类型已不足以涵盖所有作战单位。为此,本文提出了一种基于节点属性与复杂网络理论描述的网络属性相结合的C2网络边缘加权方法。节点属性主要包括节点信息传输能力、节点间任务协调能力、节点距离、响应时间等。网络属性主要由层次和中间中心性来表示。此外,将传统C2网络模型的三种节点类型扩展为五种节点类型。基于边加权法,在C2网络内生成内部命令边、网络间协同边和跨层命令边。仿真结果表明,所构建的C2网络模型的特征参数优于传统的C2网络和协同C2网络。提高了网络指挥协调能力,更加贴近现实场景,有效提高了网络指挥控制效率。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Research on construction method of command and control network model based on complex network theory

Research on construction method of command and control network model based on complex network theory

The command and control (C2) network is a complete organizational system that connects operational units at all levels based on command relationships. Its purpose is to ensure that the C2 system can fully perform its command functions, achieving high precision and efficiency in decision-making. As warfare models evolve rapidly from network-centric warfare to multi-domain operations, traditional C2 networks, which utilize a tree structure for connectivity, exhibit only a single hierarchical relationship, making it challenging for different operational units at the same level to interconnect. Furthermore, with the diversification of warfare, the three types of nodes in traditional C2 network models are insufficient to encompass all operational units. In response, this paper proposes a method for edge weighting in C2 networks based on a combination of node attributes and network attributes described by complex network theory. The node attributes mainly include node information transmission capacity, task coordination ability between nodes, node distance, and response time. The network attributes are primarily represented by hierarchy and betweenness centrality. Additionally, the traditional C2 network model's three types of nodes are expanded to five types of nodes. Based on the edge weighting method, internal command edges, inter-network collaborative edges, and cross-level command edges are generated within the C2 network. Simulation results demonstrate that the constructed C2 network model's characteristic parameters are superior to those of traditional C2 networks and collaborative C2 networks. This improvement enhances command and coordination abilities, aligns more closely with real-world scenarios, and effectively improves network command and control efficiency.

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来源期刊
IET Control Theory and Applications
IET Control Theory and Applications 工程技术-工程:电子与电气
CiteScore
5.70
自引率
7.70%
发文量
167
审稿时长
5.1 months
期刊介绍: IET Control Theory & Applications is devoted to control systems in the broadest sense, covering new theoretical results and the applications of new and established control methods. Among the topics of interest are system modelling, identification and simulation, the analysis and design of control systems (including computer-aided design), and practical implementation. The scope encompasses technological, economic, physiological (biomedical) and other systems, including man-machine interfaces. Most of the papers published deal with original work from industrial and government laboratories and universities, but subject reviews and tutorial expositions of current methods are welcomed. Correspondence discussing published papers is also welcomed. Applications papers need not necessarily involve new theory. Papers which describe new realisations of established methods, or control techniques applied in a novel situation, or practical studies which compare various designs, would be of interest. Of particular value are theoretical papers which discuss the applicability of new work or applications which engender new theoretical applications.
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