Hierarchy-entropy based method for command and control networks reconfiguration

Gao, Xiue; Chen, Bo; Jiang, Panling; Xiang, Zhengtao; Chen, Yufeng; Wang, Yun-Ming

doi:10.1007/s11227-022-04445-z

Cited by 2 publications

(3 citation statements)

References 30 publications

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“…The following parameters were selected: α=0.25, D=2, η=0.3, β=0.75, λ=0.9, γ=2.9, NA=NB=300; the robustness of the BA-BA interdependent network gradually increases as the interdependence strength adjustment parameter δ becomes larger in (2). Therefore, the interdependence strength adjustment parameter of δ=1 is considered in this subsection.…”

Section: Analysis Of the Invulnerability Of Different Phase Dependent...mentioning

confidence: 99%

“…Interdependent networks are characterized by a certain dependency relationship between one another, making them more vulnerable than general networks considering cascade failures. Command and control networks(C2N) are featured by complex hierarchical associations, interleaved communication links, and dynamic network changes [2]. Moreover, they exhibit dependencies on multiple types of networks such as sensor, command and control, and firepower strike networks.…”

Section: Introductionmentioning

confidence: 99%

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Load Allocation Strategy for Command and Control Networks based on Interdependence Strength

2023

KSII TIIS

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Command and control networks(C2N) exhibit evident multi-network interdependencies owing to their complex hierarchical associations, interleaved communication links, and dynamic network changes. However, the existing command and control networks do not consider the effects of dependent nodes on the load distribution. Thus, we proposed a command and control networks load allocation strategy based on interdependence strength. First, a new measure of interdependence strength was proposed based on the edge betweenness, which was followed by proposing the inter-layer load allocation strategy based on the interdependence strength. Eventually, the simulation experiments of the aforementioned strategy were designed to analyze the network invulnerability with different initial load capacity parameters, allocation model parameters, and allocation strategies. The simulation indicates that the strategy proposed in this study improved the node survival rate of the interdependent command and control networks model and successfully prevented cascade failures.

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Section: Analysis Of the Invulnerability Of Different Phase Dependent...mentioning

confidence: 99%

Section: Introductionmentioning

confidence: 99%

Load Allocation Strategy for Command and Control Networks based on Interdependence Strength

2023

KSII TIIS

View full text Add to dashboard Cite

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“…Zhang Xiao-Nan [14] et al proposed a command and control system maturity assessment method based on complex networks, but the index system was not fully constructed and some of the index systems were redundant. Gao Xiu-E [15] et al proposed a command and control network reconstruction method based on the hierarchical entropy weight method. This algorithm has a higher network reconstruction effect and lowers network reconstruction cost, which makes it more suitable for use in C2 networks.…”

Section: Introductionmentioning

confidence: 99%

Research on the construction method of command and Control Network based on edge weighting

Wang

Pan

Shi

2023

Preprint

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Aiming at the problem that the traditional command and control network model is difficult to reflect the complex structure of the command and control network, the complex network theory is used to describe the hierarchical structure and correlation between the elements of the command and control network, and an edge weighting method of the command and control network based on the combination of the node's attributes and network attributes is proposed. In this method, the node's attributes mainly consider the factors such as node information transmission capability, task coordination capability between nodes, node distance, and response time. The network attributes are mainly represented by command hierarchy and betweenness, and the three types of nodes in the traditional command and control network model are expanded into five types of nodes. According to the edge weighting method, the commanding edge inside the command and control network, the cooperative edge between the command and control network, and the overstepping command edge are generated. The simulation results show that the characteristic parameters of the command and control network model are better than those of the traditional command and control network, which is more in line with reality. It has small-world and scale-free characteristics, enhances the command coordination ability, and effectively improves the command efficiency of the network.

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Hierarchy-entropy based method for command and control networks reconfiguration

Cited by 2 publications

References 30 publications

Load Allocation Strategy for Command and Control Networks based on Interdependence Strength

Load Allocation Strategy for Command and Control Networks based on Interdependence Strength

Research on the construction method of command and Control Network based on edge weighting

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