考虑后勤保障的跨域无人作战系统性能级联失效分析

IF 4 3区 计算机科学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS IEEE Systems Journal Pub Date : 2024-11-19 DOI:10.1109/JSYST.2024.3476167
Tianwen Zhang;Guanghan Bai;Yunxiao Lv;Shuai Zhang;Junyong Tao
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引用次数: 0

摘要

失效建模与分析对无人作战系统的安全可靠运行至关重要,最终影响任务的成败。以往的研究主要集中在单域无人系统的故障建模与分析,很少考虑跨域无人作战的协同作用。本文建立了一种面向跨域无人作战系统的多层异构网络模型。此外,后勤支持,这是任何战斗的另一个关键方面被纳入。考虑到各层之间的相互依赖关系,考虑后勤保障和跨域协同,提出了基于重要度量的恶意攻击模型,以反映现代作战环境下的高动态性和高不确定性。然后,基于荷载-能力模型进行了级联失效分析,提供了一种考虑跨域协同的荷载重分配方法。最后,以kill链数和负载熵为性能指标,进行了实例分析和验证。
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Performance-Based Cascading Failure Analysis of Cross-Domain Unmanned Combat System Considering Logistic Support
Failure modeling and analysis are essential to the reliable and safe operation of unmanned combat system, which ultimately influence the success of a mission. Previous studies mainly focus on failure modeling and analysis of unmanned systems in a single domain, where synergy of cross-domain unmanned combat has rarely been considered. In this study, a multilayered heterogeneous network model for cross-domain unmanned combat system has been developed. In addition, the logistic support, which is another key aspect of any combat is incorporated. Given the interdependencies among the layers considering logistic support and cross-domain synergy, importance measure-based malicious attack model is proposed to reflect the intensive dynamics and high uncertainties under modern combat environment. Then, cascading failure analysis based on load-capacity model is conducted, which provides a load redistribution method considering cross-domain synergy. Finally, a case study is given for demonstration and verification, where the number of kill chains and load entropy are adopted as performance indicators.
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来源期刊
IEEE Systems Journal
IEEE Systems Journal 工程技术-电信学
CiteScore
9.80
自引率
6.80%
发文量
572
审稿时长
4.9 months
期刊介绍: This publication provides a systems-level, focused forum for application-oriented manuscripts that address complex systems and system-of-systems of national and global significance. It intends to encourage and facilitate cooperation and interaction among IEEE Societies with systems-level and systems engineering interest, and to attract non-IEEE contributors and readers from around the globe. Our IEEE Systems Council job is to address issues in new ways that are not solvable in the domains of the existing IEEE or other societies or global organizations. These problems do not fit within traditional hierarchical boundaries. For example, disaster response such as that triggered by Hurricane Katrina, tsunamis, or current volcanic eruptions is not solvable by pure engineering solutions. We need to think about changing and enlarging the paradigm to include systems issues.
期刊最新文献
2024 Index IEEE Systems Journal Vol. 18 Front Cover Editorial Table of Contents IEEE Systems Council Information
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