Applying Systems Engineering in Tactical Wireless Network Analysis with Bayesian Networks

被引:3
|
作者
Chan, Philip [1 ]
Mansuri, Mo [1 ]
Man, Hong [2 ]
机构
[1] Stevens Inst Technol, Dept Syst Engn, Hoboken, NJ 07030 USA
[2] Stevens Inst Technol, Dept Elect & Comp Engn, Hoboken, NJ 07030 USA
关键词
Wireless Network Analysis; Vulnerability Assessment; Bayesian Networks; Systems Engineering; OPTIMIZATION;
D O I
10.1109/CICSyN.2010.45
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Systems engineering approaches are employed to measure and to analyze vulnerabilities of military tactical RF wireless networks. The goal is to develop smart and innovative performance matrixes through electronic warfare (EW) modeling and simulation scenarios. Systematic systems engineering approaches with radio frequency (RF) electronic warfare modeling and simulation scenarios are built to support research in vulnerability analysis. RF electronic warfare models are used to provide a practical yet simple process for assessing and investigate the vulnerability of tactical RF systems. The focus is on military or tactical wireless network within a system of systems (SoS) context research area. Wireless RF communication network vulnerabilities critically studied within Department of Defense (DoD) organizations to provide a comprehensive network vulnerability assessment approach. Researchers have proposed a variety of methods to build network trees with chains of exploits, and then perform normal post-graph vulnerability analysis. This paper presents an approach to use Bayesian network to model, calculate and analyze all potential vulnerability paths in wireless RF networks.
引用
收藏
页码:208 / 215
页数:8
相关论文
共 50 条
  • [1] Network management of wireless tactical networks
    Pomalaza-Raez, C
    [J]. MILCOM 97 PROCEEDINGS, VOLS 1-3, 1997, : 1553 - 1557
  • [2] Reliability analysis for wireless communication networks via dynamic Bayesian network
    Yang, Shunqi
    Zeng, Ying
    Li, Xiang
    Li, Yanfeng
    Huang, Hongzhong
    [J]. JOURNAL OF SYSTEMS ENGINEERING AND ELECTRONICS, 2023, 34 (05) : 1368 - 1374
  • [3] Reliability analysis for wireless communication networks via dynamic Bayesian network
    YANG Shunqi
    ZENG Ying
    LI Xiang
    LI Yanfeng
    HUANG Hongzhong
    [J]. Journal of Systems Engineering and Electronics, 2023, 34 (05) : 1368 - 1374
  • [4] The Role of Network Operations in Bringing Commercial Wireless to Tactical Networks
    Elmasry, George F.
    Welsh, Robert
    Jain, Manoj
    Hoe, Ben
    Jakubowski, Kim
    Whittaker, Keith
    Oddo, Giovanni
    [J]. 2011 - MILCOM 2011 MILITARY COMMUNICATIONS CONFERENCE, 2011, : 1416 - 1421
  • [5] Analysis of Throughput-Constrained Tactical Wireless Networks
    Nicholas, Paul J.
    Tkacheff, Jeffrey C.
    Kuhns, Chana M.
    [J]. 2014 IEEE MILITARY COMMUNICATIONS CONFERENCE: AFFORDABLE MISSION SUCCESS: MEETING THE CHALLENGE (MILCOM 2014), 2014, : 916 - 921
  • [6] Applying Bayesian Networks for Intelligent Adaptable Printing Systems
    Hommersom, Arjen
    Lucas, Peter J. F.
    Waarsing, Rene
    Koopman, Pieter
    [J]. PROCEEDINGS OF THE SEVENTH INTERNATIONAL WORKSHOP ON INTELLIGENT SOLUTIONS IN EMBEDDED SYSTEMS, 2009, : 127 - 133
  • [7] Applying Bayesian networks to sensor-driven systems
    Katsiri, Eleftheria
    Mycroft, Alan
    [J]. TENTH IEEE INTERNATIONAL SYMPOSIUM ON WEARABLE COMPUTERS, PROCEEDINGS, 2006, : 149 - +
  • [8] Applying Bayesian networks for intelligent adaptable printing systems
    Hommersom, Arjen
    Lucas, Peter J. F.
    Waarsing, René
    Koopman, Pieter
    [J]. Lecture Notes in Electrical Engineering, 2011, 81 LNEE : 201 - 213
  • [9] Network Performance Impact of Access Control Policies in Tactical Wireless Networks
    Stout, William M. S.
    Baldwin, Rusty O.
    [J]. 2012 IEEE MILITARY COMMUNICATIONS CONFERENCE (MILCOM 2012), 2012,
  • [10] Inter-domain Traffic Engineering for Tactical Wireless Networks Using BGP
    Yuen, Wing Ho
    Gurung, Provin
    Shur, David
    Samtani, Sunil
    Maleki, Morteza
    Doshi, Sheetalkumar
    [J]. MILCOM 2009 - 2009 IEEE MILITARY COMMUNICATIONS CONFERENCE, VOLS 1-4, 2009, : 302 - +