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Study on Characteristics and Invulnerability of Airspace Sector Network Using Complex Network Theory

机译:基于复杂网络理论的空域扇区网络特性与无懈可击研究

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The air traffic control (ATC) network's airspace sector is a crucial component of air traffic management. The increasing demand for air transportation services has made limited airspace a significant challenge to sustainable and efficient air transport operations. To address the issue of traffic congestion and flight delays, improving the operational efficiency of ATC has been identified as a key strategy. A clear understanding of the characteristics of airspace sectors, which are the building blocks of ATC, is essential for optimizing air traffic management. In this research, a novel approach using complex network theory was applied to examine the features and invulnerability of the airspace sector network. We developed a model of the airspace sector network by treating air traffic control sectors as network nodes and the flow of air traffic between these sectors as edges. Network characteristics were analyzed using several metrics including degree, intensity, average path length, betweenness centrality, and clustering coefficient. The static invulnerability of the airspace sector network was evaluated through simulation, and the network efficiency and the size of the connected component were used to assess its invulnerability. A study was conducted in North China based on the ATC sector network. The findings of the study revealed that the sector network did not exhibit the traits of a small-world network model, characterized by short average path lengths and high clustering coefficients. The evaluation of network invulnerability showed that the network's invulnerability varied depending on the attack strategy used. It was discovered that attacking sectors with high betweenness resulted in the most significant harm to network invulnerability, and betweenness centrality was considered to be a useful indicator for identifying critical sectors that require optimization.
机译:空中交通管制 (ATC) 网络的空域部分是空中交通管理的重要组成部分。对航空运输服务的需求不断增长,使有限的空域成为可持续和高效航空运输运营的重大挑战。为了解决交通挤塞和航班延误的问题,提高空中交通管制的运营效率已被确定为一项关键策略。清楚地了解空域扇区的特点,这些扇区是空中交通管制的组成部分,对于优化空中交通管理至关重要。本研究采用复杂网络理论的新方法研究了空域扇区网络的特征和无懈可击性。我们开发了一个空域扇区网络模型,将空中交通管制扇区视为网络节点,并将这些扇区之间的空中交通流视为边缘。使用多个指标分析网络特征,包括度、强度、平均路径长度、介数中心性和聚类系数。通过仿真评估空域扇区网络的静态无懈可击性,并利用网络效率和连接组件的大小来评估其无懈可击性。在华北地区开展了一项基于空中交通管制扇区网络的研究。研究结果表明,扇区网络没有表现出小世界网络模型的特征,其特征是平均路径长度短,聚类系数高。对网络无懈可击的评估表明,网络的无懈可击性因所使用的攻击策略而异。研究发现,攻击具有高中介性的扇区对网络的无懈可击性造成了最显著的损害,并且中介中心性被认为是识别需要优化的关键扇区的有用指标。

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