期刊文献+

数据融合中的Dempster-Shafer证据理论 被引量:19

Dempster-Shafer Evidence Theory in Data Fusion
在线阅读 下载PDF
导出
摘要 虽然 D- S方法已广泛地应用于各种数据融合系统中 ,但在实际应用中依然存在着许多困难。总结了数据融合应用中的 Dempster- Shafer证据理论研究概况 ,从四个方面阐述和对比分析了一些有代表性的研究成果 ; Although D S method has been used widely in various data fusion systems,there are many difficulties in the application of D S method.This paper gives a survey of the research on Dempster Shafer evidence theory in the application of data fusion.It describes and compares the typical researches from five aspects,and presents some new researches which are believed to be of great value.
机构地区 国防科技大学
出处 《火力与指挥控制》 CSCD 北大核心 2001年第3期6-10,共5页 Fire Control & Command Control
基金 国家部委级资助项目
关键词 数据融合 DEMPSTER-SHAFER证据理论 D-S证据理论 决策制定 data fusion,Dempster Shafer evidence theory,evidence combination,decision making
  • 相关文献

参考文献24

  • 1Dempster A P. Upper and Lower Probabilities Induced by a Multivalued Mapping[J]. Annals of Mathematical Statistics. 1967,38(2): 325-339.
  • 2Shafer G. A Mathematical Theory of Evidence[M].Princeton University Press, 1976.
  • 3Dubois D, Prade H. A Set-theoretic View of Belief Function:Logical Operation and Approximations by Fuzzy Sets [J]. International Journal of General Systems, 1986,12:193-226.
  • 4Zadeh L A. Fuzzy Sets and Information Granularity [J]. In Advances in Fuzzy Set Theory and Applications, 1979: 3-18.
  • 5Gordon J, Shortliffe E H. A Method of Managing Evidential Reasoning in a Hierarchical Hypothesis Space [J]. Artificial Intelligence 1985, 26 (3): 323-357.
  • 6Smets P. The Combination of Evidence in the Transferable Belief Model[J]. IEEE Transcation on Pattern Analysis and Machine Intelligence, 1990,12(5) :447-458.
  • 7Pawlak Z, Rough Sets [J]. Int J. of Computer Information Sciences, 1982,11 (5): 341-356.
  • 8Voorbraak F. On the Justification of Dempster's Rule of Combination[J]. AI 1991,48:171-197.
  • 9Bazzi Y A,et al. Reasoning under Uncertainty with Dependency Information[C] ,SPIE, 1988,1003.
  • 10Wu Y G,et al. On the Evidence Inference Theory [J]. Information Sciences, 1996,89: 245-260.

二级参考文献17

共引文献109

同被引文献105

引证文献19

二级引证文献192

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