Reliability evaluation of wireless communication network security system based on pattern recognition technology

ZOU Lei; MU Quan-ling

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Reliability evaluation of wireless communication network security system based on pattern recognition technology

更新时间：2026-09-04

- Reliability evaluation of wireless communication network security system based on pattern recognition technology
- Vol. 37, Issue 6, Pages: 79-82(2020)
- 作者机构：
  
  1. 吉林警察学院机构信息工程系,吉林,长春,130117
  2. 吉林建筑大学机构电气与计算机学院,吉林,长春,130119
- 作者简介：
- 基金信息：
- DOI：
  CLC：
- Published：2020
- 稿件说明：
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邹蕾, 穆泉伶. 模式识别技术的无线通信网络安全系统可靠性评价[J]. 微电子学与计算机, 2020, 37(6): 79-82.

ZOU Lei, MU Quan-ling. Reliability evaluation of wireless communication network security system based on pattern recognition technology[J]. 2020, 37(6): 79-82.
邹蕾, 穆泉伶. 模式识别技术的无线通信网络安全系统可靠性评价[J]. 微电子学与计算机, 2020, 37(6): 79-82. DOI：

ZOU Lei, MU Quan-ling. Reliability evaluation of wireless communication network security system based on pattern recognition technology[J]. 2020, 37(6): 79-82. DOI：

摘要

文章提出了基于模式识别技术的无线通信网络安全系统可靠性评价模型.首先对无线通信网络安全系统可靠性评价的研究进展进行分析，找到各种模型的局限性，然后采集无线通信网络安全系统可靠性的历史数据，引入模式识别技术刻画无线通信网络安全系统可靠性的变化特点，建立无线通信网络安全系统可靠性评价模型，最后与其它无线通信网络安全系统可靠性评价模型进行了对照实验，结果表明，本文模型的无线通信网络安全系统可靠性评价正确率达到了95%以上，远远超过无线通信实际应用要求范围，而且无线通信网络安全系统可靠性评价效率高，获得其它模型更优的无线通信网络安全系统可靠性评价结果，具有较高的实际价值.

Abstract

In this antical a reliability evaluation model of the wireless communication network security system based on pattern recognition technology is proposed. Firstly

the research progress of the reliability evaluation of wireless communication network security system is analyzed

and the limitations of various models are found. Then

the historical data of the reliability of wireless communication network security system are collected

and the change characteristics of the reliability of wireless communication network security system are characterized by the introduction of pattern recognition technology. Finally

the reliability evaluation model of wireless communication network security system is established Compared with the reliability evaluation model of wireless communication network security system

the results show that the accuracy of reliability evaluation of wireless communication network security system of this model is more than 95%

which is far beyond the practical application range of wireless communication. Moreover

the reliability evaluation efficiency of wireless communication network security system is high

and the better wireless communication network security system of other models is obtained The result of reliability evaluation has high practical value.

关键词

Keywords

references

孟茹, 谢方军, 董红琴, 等.面向关键信息基础设施的网络安全评价体系研究[J].信息网络安全, 2019, 22(9):111-114. DOI: 111

陈维鹏, 敖志刚, 郭杰, 等.基于改进的BP神经网络的网络空间态势感知系统安全评估[J].计算机科学, 2018, 45(2):335-337, 341. DOI: 335

白恩健, 葛华勇, 杨阳.分簇无线传感器网络安全多路径路由协议[J].哈尔滨工程大学学报, 2012, 33(4):507-511. DOI: 507

魏琴芳, 袁岳义, 胡向东.基于骨干节点安全角色层级化的WSN安全模型[J].重庆邮电大学学报(自然科学版), 2019, 31(5):722-728. DOI: 722

张瑞芝, 唐湘滟, 程杰仁.基于改进模糊C-均值聚类的DDoS攻击安全态势评估模型[J].计算机工程与科学, 2018, 40(11):1957-1966. DOI: 1957

邓钧忆, 刘衍珩, 冯时, 等.基于GSPN的Ad-hoc网络性能和安全平衡[J].吉林大学学报(工学版), 2020, 50(1):255-261. DOI: 255

张玉臣, 张任川, 刘璟, 等.应用深度自编码网络的网络安全态势评估[J].计算机工程与应用, 2020, 56(6):92-98. DOI: 92

陶洋, 潘蕾娜, 王进, 等.防御信任攻击的无线传感器网络安全信任评估模型[J].传感技术学报, 2018, 31(12):1876-1881. DOI: 1876

傅建新, 黄联芬, 姚彦.基于层次分析法-灰色聚类的无线网络安全风险评估方法[J].厦门大学学报(自然科学版), 2010, 49(5):622-626. DOI: 622

王增光, 卢昱, 赵东昊.基于隐马尔科夫模型的网络安全风险评估方法[J].空军工程大学学报(自然科学版), 2019, 20(3):71-76. DOI: 71

李鑫.一种基于预测模型的网络安全风险实时预测方法设计[J].重庆理工大学学报(自然科学), 2019, 33(2):132-137 DOI: 132

韩帅, 台祥雪, 孟维晓.空天地通信网络的物理层安全系统模型与关键技术[J].电信科学, 2018, 34(3):23-31. DOI: 23

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