引用本文:邱恺,吴训忠,张宗麟,魏瑞轩.全局最优联邦滤波器信息分配原则[J].控制理论与应用,2007,24(1):39~45.[点击复制]
QIU Kai ,WU Xun-zhong,ZHANG Zong-lin,WEI Rui-xuan.Information-sharing scheme for federatedfilter with optimality[J].Control Theory and Technology,2007,24(1):39~45.[点击复制]
全局最优联邦滤波器信息分配原则
Information-sharing scheme for federatedfilter with optimality
摘要点击 1888  全文点击 2030  投稿时间：2005-07-10  修订日期：2006-02-23
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DOI编号  10.7641/j.issn.1000-8152.2007.1.007
  2007,24(1):39-45
中文关键词  ε信息分配原则  联邦滤波  故障衰减系数  快速重构能力
英文关键词  information-sharing scheme under ε-restraint condition  federated filter  fault attenuation coefficient  ability of fast reconstruction
基金项目  国家自然科学基金资助项目 60304004;空军工程大学博士论文创新基金资助项目
作者单位
邱恺,吴训忠,张宗麟,魏瑞轩 1. 空军工程大学工程学院, 陕西西安710038
2. 北京航空工程技术研究中心, 北京100076 
中文摘要
      考虑到故障隔离后故障信息的影响一般需要一段时间才能够消除, 研究了子系统发生传感器故障条件下的联邦滤波器信息分配问题. 基于使故障量对无故障子系统的影响最小化考虑, 提出了一种ε 信息分配准则, 并给出了按给定的故障衰减系数进行调整的信息分配策略. 根据本文方法可使其他无故障子滤波器具有较强的抗干扰能力, 从而使重构的联邦滤波器快速输出不含故障信息的融合结果. 理论分析和仿真说明该方法是可行的.
英文摘要
      Because the fault information's influence on the federated filter reconstructed with the HLFs (healthy local filters) can not be removed immediately after the fault isolation, the problem of information-sharing of the federated filter with sensor failures in some local filters is investigated. For improving the ability of reconstruction of the federated filter, an information-sharing criterion under ε-restraint condition is theoretically proposed by minimizing the contamination on the HLFs from the faulty local filters, along with as an adaptive adjustment scheme against sensor failures for information division under a given fault attenuation coefficient ε Theoretical analysis and simulation show that, by this method, the HLFs will achieve strong resistance to the contamination before the failures are detected, enabling the reconstructed federated filter to promptly yield a globally optimal solution not containing the fault information.