Modeling Dual-Layer Interdependent Command and Control Networks for Integrated Reconnaissance-Strike and OODA-Loop Capabilities

IF 6.7 2区计算机科学 Q1 ENGINEERING, MULTIDISCIPLINARY

IEEE Transactions on Network Science and Engineering Pub Date : 2024-08-13 DOI:10.1109/TNSE.2024.3443191

Bo Chen;Guimei Pang;Zhengtao Xiang;Xiue Gao;Yufeng Chen;Shifeng Chen

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Abstract

In the context of information warfare, command and control (C2) networks are exhibiting increasingly prominent multi-network dependency characteristics, leading to a growing interest in the study of interdependent C2 network models. We propose a modeling approach for interdependent C2 networks based on integrated reconnaissance–strike and OODA loop, addressing the limitations of existing edge connection strategies in effectively capturing the interdependent coupling relationships within the network. First, the interdependent relationships within the network are described, and a dual-layer structural model of interdependent C2 networks is abstracted. Second, based on the local efficiency of nodes, an edge connection strategy for sensing and firepower nodes under integrated reconnaissance–strike is proposed. Third, interdependence strength and link balance are defined, and an inter-layer coupling edge connection strategy based on interdependence strength and link balance is proposed. Finally, algorithmic simulations are designed to analyze the network properties of the model and network performance under different edge connection strategies. Simulation results demonstrate that the proposed modeling method effectively captures the interdependent characteristics of C2 networks while exhibiting enhanced network resilience against destruction.

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为综合侦察-打击和 OODA 循环能力的双层相互依存指挥与控制网络建模

在信息战背景下，指挥与控制（C2）网络表现出日益突出的多网络依赖特征，导致人们对相互依赖的 C2 网络模型的研究兴趣与日俱增。我们提出了一种基于综合侦察-打击和 OODA 循环的相互依赖 C2 网络建模方法，解决了现有边缘连接策略在有效捕捉网络内部相互依赖耦合关系方面的局限性。首先，描述了网络内部的相互依赖关系，并抽象出相互依赖的 C2 网络双层结构模型。其次，基于节点的局部效率，提出了综合侦察-打击下感知节点和火力节点的边缘连接策略。第三，定义了相互依赖强度和链路平衡，提出了基于相互依赖强度和链路平衡的层间耦合边缘连接策略。最后，设计了算法仿真来分析模型的网络属性以及不同边缘连接策略下的网络性能。仿真结果表明，所提出的建模方法有效地捕捉到了 C2 网络的相互依存特性，同时也表现出了更强的网络抗破坏能力。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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来源期刊

IEEE Transactions on Network Science and Engineering Engineering-Control and Systems Engineering

CiteScore

12.60

自引率

9.10%

发文量

393

期刊介绍： The proposed journal, called the IEEE Transactions on Network Science and Engineering (TNSE), is committed to timely publishing of peer-reviewed technical articles that deal with the theory and applications of network science and the interconnections among the elements in a system that form a network. In particular, the IEEE Transactions on Network Science and Engineering publishes articles on understanding, prediction, and control of structures and behaviors of networks at the fundamental level. The types of networks covered include physical or engineered networks, information networks, biological networks, semantic networks, economic networks, social networks, and ecological networks. Aimed at discovering common principles that govern network structures, network functionalities and behaviors of networks, the journal seeks articles on understanding, prediction, and control of structures and behaviors of networks. Another trans-disciplinary focus of the IEEE Transactions on Network Science and Engineering is the interactions between and co-evolution of different genres of networks.