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D-S证据理论在导弹健康状态评估中的应用
引用本文:李晓晴,刘 瀛,包素艳.D-S证据理论在导弹健康状态评估中的应用[J].测控技术,2022,41(3):26-32.
作者姓名:李晓晴  刘 瀛  包素艳
作者单位:北京交通大学机械与电子控制工程学院,北京 100044,航天新长征大道科技有限公司,北京 100070,北京航天爱锐科技有限责任公司,北京 100076
摘    要:科学评估导弹健康状态有助于合理安排维修和保养任务,达到事半功倍的效果.基于D-S(Demp-ster-Shafer)证据理论的导弹健康状态评估模型,结合证据自身的有效性和证据之间的联系,首先利用熵权法确定指标的权重并突出状态较差的参数,利用岭形分布隶属度函数求出各个证据的基本概率分配,在此基础上对基于证据距离的证据可信...

关 键 词:熵权法  证据距离  归一化  D-S证据理论

Application of D-S Evidence Theory in Missile Health Status Evaluation
LI Xiao-qing,LIU Ying,BAO Su-yan.Application of D-S Evidence Theory in Missile Health Status Evaluation[J].Measurement & Control Technology,2022,41(3):26-32.
Authors:LI Xiao-qing  LIU Ying  BAO Su-yan
Abstract:Scientific evaluation of missile health status is helpful to arrange repair and maintenance tasks reasonably and get twice the result with half the effort.Based on D-S evidence theory of missile health status evaluation model,combined with the validity of evidences and the connection among the proofs.Firstly,index weight and poor prominent state parameters are determined by using entropy method,and the basic probability distribution of the evidences is calculated by utilizing ridge distribution membership function.On the basis of the evidence distance,the evidence credibility is further modified,and the final weight of each evidence is determined.Then it is fused by using D-S combination rules.It is proved that this method has good convergence effect and can effectively process conflict information and objectively evaluate missile health state.
Keywords:entroy method  evidence distance  normalization  D-S evidence theroy
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