期刊文献+

D-S证据理论近似算法在数据融合中的应用 被引量:4

An Approximation Algorithm of D-S Evidence Theory and Its Application in Data Fusion
下载PDF
导出
摘要 论述了基于D-S证据理论的多传感器数据融合方法。通常在强冲突情形下证据组合规则的组合结果是不符合常理的,其不同证据源的冲突处理成为数据融合的主要问题之一,文中提出了一种解决证据冲突情况下的近似算法。仿真结果表明该方法是有效的和可行的。 This paper analyzes the data fusion method based on the D-S evidence theory.Dempster s combination operator is a poor solution for the management of the conflict among the various information sources at the normalization step.Conflict man- agement is a major problem especially during the fusion of various information sources.In this paper,a new approximation algo- rithm is proposed to combine conflicting evidence.The efficiency and feasibility of this method are validated through computer sim- ulatied resul...
出处 《现代雷达》 CSCD 北大核心 2008年第6期28-31,共4页 Modern Radar
关键词 D-S证据理论 数据融合 近似算法 空战 D-S evidence theory data fusion approximation algorithm air combat
  • 相关文献

参考文献6

二级参考文献32

  • 1邱宪文 罗景青 俞志富.灰关联分析与雷达信号识别[A]..中国电子学会电子对抗分会第十一届学术年会论文集[C].,1999..
  • 2俞志富 罗景青.多传感器数据融合中灰关联分析法的运用[A]..中国电子学会电子对抗分会第十届学术年会论文集[C].,1997..
  • 3俞志富.[D].合肥: 电子工程学院,1997.
  • 4[1]Zadeh.A simple view of the Dempster-Shafer theory of evidence and its implication for the rule of combination [J].AI Magazinge,1986:85-90.
  • 5[2]P Smets.The combination of evidence in the transferable belief model[J].IEEE Trans.on Pattern Analysis and Machine Intelligence,1990,12(5):447-458.
  • 6[3]G Shafer,R logan.Implementing Dempster's rule for hierarchical evidence [J].Artificial Intelligence,1987,33:271-298.
  • 7[4]R R Yager.On the Dempster-Shafer framework and new combination rules [J].Information Sciences,1987,41:93-138.
  • 8[5]D Dubois,H Prade.Represent and combination of uncertainty with belief functions and possibility measures [J].Comput.Intelll.1988,4:244-264.
  • 9[6]E Levre,O Colot,et al.A generic framework for resolving the conflict in the combination of belief structures [A] .The 3rd International Conference on Information Fusion,July 2000,Paris,France.
  • 10[7]R R Yager.On the aggregation of prioritized belief structures [J].IEEE Trans.on SMC-Part A:Systems and Humnans,1996,26(6) :708-717.

共引文献293

同被引文献35

引证文献4

二级引证文献11

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部