WNN-Based Prediction of Security Situation Awareness for the Civil Aviation Network

被引:2
|
作者
Ma, Lan [1 ]
Ma, Shaopu [2 ]
Wu, Zhijun [2 ]
机构
[1] Civil Aviat Univ China, Sch Air Traff Management, 2898 Jinbei Rd, Tianjin 300300, Peoples R China
[2] Civil Aviat Univ China, Elect & Informat Engn, Tianjin 300300, Peoples R China
基金
中国国家自然科学基金;
关键词
Security; situation awareness; prediction; wavelet; neural network;
D O I
10.1515/jisys-2014-0004
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The security of the civil aviation network is closely related to flight safety. Security situation prediction is the advanced stage of situational awareness in the civil aviation network. In this article, a prediction approach of security situations for the air traffic management network is proposed on the basis of the wavelet neural network. The proposed approach adopts the wavelet theory and neural network, combining a time-series forecasting method for the prediction of security situations in the civil aviation network. The experimental results show that this approach has the advantages of fast training and high prediction accuracy.
引用
收藏
页码:55 / 67
页数:13
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