Resilience Metric and Dynamic Assessment of Unmanned System-of-Systems Considering Cooperative Reconfiguration Strategies

IF 5.7 2区 计算机科学 Q1 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE IEEE Transactions on Reliability Pub Date : 2024-08-15 DOI:10.1109/TR.2024.3438810
Zhiwei Chen;Siyuan Yin;Lianfeng Li;Weiwei Cui;Dongpao Hong
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Abstract

Unmanned system-of-systems (USoS) often operates in dangerous, dirty, and open environments, which causes them to be vulnerable to disruptions. Uncertainties and unexpected shocks can severely interfere with the USoS operation and adversely affect the overall USoS performance. Therefore, we propose a resilience metric and the corresponding dynamic assessment methods for homogeneous and heterogeneous USoS, and emphasize on establishing cooperative reconfiguration strategies for resilience enhancement. First, a multilevel analysis framework and mission-oriented resilience metric for USoS are established to comprehensively consider the variable performance and mission baseline. Subsequently, a theoretical analysis method for homogeneous USoS based on queuing theory is developed under a random attack. Furthermore, a heterogeneous USoS assessment algorithm is presented to determine how three different attacks and collaborative reconfiguration strategies affect the resilience of networked USoS. Finally, as a key demonstration, a 50-swarm USoS serves as a pivotal example to validate the efficacy of the proposed method, which can serve as a reference for improving the USoS resilience.
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考虑合作重构策略的无人系统弹性指标和动态评估
无人系统的系统(USoS)经常在危险、肮脏和开放的环境中运行,这导致它们容易受到干扰。不确定性和意外冲击会严重干扰USoS的运行,并对USoS的整体性能产生不利影响。为此,本文提出了一种针对同质和异质USoS的弹性度量和相应的动态评估方法,并强调建立协作重构策略以增强弹性。首先,建立了USoS的多层次分析框架和面向任务的弹性度量,以综合考虑可变绩效和任务基线。在此基础上,提出了一种随机攻击下基于排队论的齐次USoS理论分析方法。此外,提出了一种异构USoS评估算法,以确定三种不同的攻击和协同重构策略如何影响网络USoS的弹性。最后,以50群的USoS为例,验证了该方法的有效性,为提高USoS的弹性提供了参考。
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来源期刊
IEEE Transactions on Reliability
IEEE Transactions on Reliability 工程技术-工程:电子与电气
CiteScore
12.20
自引率
8.50%
发文量
153
审稿时长
7.5 months
期刊介绍: IEEE Transactions on Reliability is a refereed journal for the reliability and allied disciplines including, but not limited to, maintainability, physics of failure, life testing, prognostics, design and manufacture for reliability, reliability for systems of systems, network availability, mission success, warranty, safety, and various measures of effectiveness. Topics eligible for publication range from hardware to software, from materials to systems, from consumer and industrial devices to manufacturing plants, from individual items to networks, from techniques for making things better to ways of predicting and measuring behavior in the field. As an engineering subject that supports new and existing technologies, we constantly expand into new areas of the assurance sciences.
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