Title: Security assessment algorithm of navigation control system based on big data

Authors: Jianxin Ge; Jiaomin Liu

Addresses: School of Information Science and Engineering, Yanshan University, Qinhuangdao, Hebei, 066004, China ' School of Information Science and Engineering, Yanshan University, Qinhuangdao, Hebei, 066004, China

Abstract: There is a trend of integration and modularisation in navigation control system. It has the characteristics of high resource sharing, fast information transmission and integration of software and hardware. It has high requirements for the safety of navigation control systems. In view of the low accuracy of traditional algorithms, a new big data-based security assessment algorithm of navigation control system is proposed. The structure of navigation control system is introduced and the realisation of navigation control system is analysed. In big data environment, common criteria (CCS) is used to determine the safety assessment objectives of the navigation control system. According to the different safety weights among the areas in the criterion layer, the pilots determine the weight of the assessment objectives by analytic hierarchy process based on the evaluation of the navigation control system and the corresponding safety rating indices. GRAP algorithm is used to acquire the security level of navigation control system so as to realise the safety assessment of the navigation control system. Experimental results show that the proposed algorithm can effectively improve the accuracy of assessment and reduce misclassification rate due to the comprehensive ability of this algorithm.

Keywords: big data; navigation control system; safety; assessment; aircraft.

DOI: 10.1504/IJICT.2019.103003

International Journal of Information and Communication Technology, 2019 Vol.15 No.3, pp.304 - 316

Received: 07 Aug 2018
Accepted: 28 Aug 2018
Published online: 14 Oct 2019 *

Full-text access for editors Full-text access for subscribers Purchase this article Comment on this article