Combining dependent bodies of evidence

被引：0
|
作者：
Xiaoyan Su
Sankaran Mahadevan
Wenhua Han
Yong Deng
机构：
[1] Shanghai University of Electric Power,School of Automation Engineering
[2] Vanderbilt University,School of Engineering
[3] Southwest University,School of Computer and Information Science
来源：
Applied Intelligence | 2016年 / 44卷
关键词：
Information fusion; Decision-making; Dempster-Shafer evidence theory; Dependent evidence;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
Dempster’s combination rule can only be applied to independent bodies of evidence. One occurrence of dependence between two bodies of evidence is when they result from a common source. This paper proposes an improved method for combining dependent bodies of evidence which takes the significance of the common information sources into consideration. The method is based on the significance weighting operation and the “decombination” operation. A numerical example is illustrated to show the use and effectiveness of the proposed method.
引用
收藏
页码：634 / 644
页数：10
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