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  • 标题:Expectation-Maximization Based Defense Mechanism for Distributed Model Predictive Control
  • 本地全文:下载
  • 作者:Rafael Accácio Nogueira ; Romain Bourdais ; Simon Leglaive
  • 期刊名称:IFAC PapersOnLine
  • 印刷版ISSN:2405-8963
  • 出版年度:2022
  • 卷号:55
  • 期号:13
  • 页码:73-78
  • DOI:10.1016/j.ifacol.2022.07.238
  • 语种:English
  • 出版社:Elsevier
  • 摘要:AbstractControlling large-scale systems sometimes requires decentralized computation. Communication among agents is crucial to achieving consensus and optimal global behavior. These negotiation mechanisms are sensitive to attacks on those exchanges. This paper proposes an algorithm based on Expectation Maximization to mitigate the effects of attacks in a resource allocation based distributed model predictive control. The performance is assessed through an academic example of the temperature control of multiple rooms under input power constraints.
  • 关键词:KeywordsDistributed constrained controlMPCCyber security in networked control systemsDecentralized ControlLarge-Scale Systems
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