Availability Modeling of Military Ad Hoc Network Based on Markov Chain

被引:0
作者
Fu Y. [1 ]
Wang Z. [1 ]
Su Y. [1 ]
Dai F. [1 ]
Zhong L. [1 ]
Guo D. [1 ]
Lu Y. [1 ]
Liang H. [2 ]
机构
[1] School of Computer Science and Engineering, Xi'an Technological University, Xi'an
[2] School of Physics and Information Technology, Shaanxi Normal University, Xi'an
来源
Binggong Xuebao/Acta Armamentarii | 2021年 / 42卷 / 01期
关键词
Ad hoc network; Availability; Failure; Markov chain; Simulation;
D O I
10.3969/j.issn.1000-1093.2021.01.007
中图分类号
学科分类号
摘要
Nowadays, the scale and complexity of military communication network are increasing, so a high availability network is urgently needed to meet the needs of users for high reliability services, and the quantitative study of network availability is of great significance to evaluate the reliability of tactical ad hoc network. For the mobile model and fault characteristics of tactical ad hoc network, a network availability model based on Markov chain is established, the delay model of the main factors affecting network service is studied by analyzing the CSMA/CA transmission mechanism. On the basis of the proposed model, the statistical principle is used to propose a fault-based quantitative evaluation model of service availability of mobile ad hoc network. And taking a typical combat communication network of an army unit as an example, the relationship between network availability and core indexes such as number of nodes, transmission rate and message length is analyzed, and the effectiveness of the analyzed results is verified by simulation. © 2021, Editorial Board of Acta Armamentarii. All right reserved.
引用
收藏
页码:65 / 73
页数:8
相关论文
共 20 条
[1]  
FENG H L., Research on reliability in network system, pp. 24-28, (2004)
[2]  
ZHANG J L., Availability analysis of flexible workflow based on stochastic Petri net, Computer Engineering, 36, 22, pp. 22-25, (2010)
[3]  
YIN S G, HUANG N, WU H, Et al., Construction method of ser-vice-based communication network reliability test profile, Communications Technology, 49, 10, pp. 1337-1343, (2016)
[4]  
DONG H Q, HOU X, LIU Y., A new business-based network usability evaluation method, Proceedings of the 6th Academic Annual Conference of China Communications Society, pp. 201-206, (2009)
[5]  
DONG H Q, HOU X, LIU Y., Research on the availability of computer network based on business, Computer and Digital Engineering, 37, 11, pp. 103-107, (2009)
[6]  
DONG H Q, HOU X, LIU Y., A brief analysis of service-based transmission network availability, Science and Technology Information, 38, 28, pp. 17-19, (2009)
[7]  
CHO S, HAYES J P., Impact of mobility on connection stability in ad-hoc networks, Proceedings of IEEE Wireless Communications and Networking Conference, pp. 1650-1656, (2015)
[8]  
LIU C C, LIANG Y, FENG W., Reliability design technology for military communication networks, Radio Engineering, 49, 4, pp. 272-276, (2019)
[9]  
GUO Z H, MALAKOOTI B., Delay prediction for intelligent routing in wireless networks using neural networks, Proceedings of 2006 IEEE International Conference on Networking, Sensing and Control, pp. 625-630, (2016)
[10]  
TICKOO O, SIKDAR B., Modeling queuing and channel access delay in unsaturated IEEE 802.11 random access MAC based wireless networks, IEEE /ACM Transactions on Networking, 16, 4, pp. 878-891, (2018)