Resilience to Non-Compliance in Coupled Cooperating Systems

IF 2.4 Q2 AUTOMATION & CONTROL SYSTEMS IEEE Control Systems Letters Pub Date : 2024-12-09 DOI:10.1109/LCSYS.2024.3513813
Brooks A. Butler;Philip E. Paré
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Abstract

This letter explores the implementation of a safe control law for systems of dynamically coupled cooperating agents. Under a CBF-based collaborative safety framework, we examine how the maximum safety capability for a given agent, which is computed using a collaborative safety condition, influences safety requests made to neighbors. We provide conditions under which neighbors may be resilient to non-compliance of neighbors to safety requests, and compute an upper bound for the total amount of non-compliance an agent is resilient to, given its 1-hop neighborhood state and knowledge of the network dynamics. We then illustrate our results via simulations of a networked susceptible-infected-susceptible (SIS) epidemic model.
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耦合合作系统对违规行为的复原力
这封信探讨了动态耦合合作代理系统安全控制法的实施。在基于 CBF 的协作安全框架下,我们研究了使用协作安全条件计算的给定代理的最大安全能力如何影响向邻居提出的安全请求。我们提供了一些条件,在这些条件下,邻居可以抵御邻居不遵守安全请求的情况,并计算出一个代理在其 1 跳邻居状态和网络动态知识下可抵御的不遵守请求总量的上限。然后,我们通过模拟网络易感-感染-易感(SIS)流行病模型来说明我们的结果。
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来源期刊
IEEE Control Systems Letters
IEEE Control Systems Letters Mathematics-Control and Optimization
CiteScore
4.40
自引率
13.30%
发文量
471
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