南京航空航天大学学报(英文版)2021,Vol.38Issue(2):288-297,10.
空中交通网络物理系统影响力节点排序与抗毁性研究
Influential Node Ranking and Invulnerability of Air Traffic Cyber Physical System
摘要
Abstract
To ensure flight safety,the complex network method is used to study the influence and invulnerability of air traffic cyber physical system(CPS)nodes. According to the rules of air traffic management,the logical coupling relationship between routes and sectors is analyzed,an air traffic CPS network model is constructed,and the indicators of node influence and invulnerability are established. The K-shell algorithm is improved to identify node influence,and the invulnerability is analyzed under random and selective attacks. Taking Airspace in Eastern China as an example, its influential nodes are sorted by degree, namely, K-shell, the improved K-shell (IKS) and betweenness centrality. The invulnerability of air traffic CPS under different attacks is analyzed. Results show that IKS can effectively identify the influential nodes in the air traffic CPS network,and IKS and betweenness centrality are the two key indicators that affect the invulnerability of air traffic CPS.关键词
复杂网络/空中交通网络物理系统/改进K‑shell算法/影响力节点排序/抗毁性Key words
complex network/air traffic cyber physical system/improved K-shell algorithm/influential node ranking/invulnerability分类
交通工程引用本文复制引用
王兴隆,贺敏..空中交通网络物理系统影响力节点排序与抗毁性研究[J].南京航空航天大学学报(英文版),2021,38(2):288-297,10.基金项目
This work was supported by the Funda?mental Research Funds for the Central Universities(No.3122019191). (No.3122019191)