A combination rule of evidence theory based on reallocation of the basic probability assigned to conflict

被引：0

作者：

Pu, Shujin ^{[1
]}

Yang, Shenyuan ^{[1
]}

Hu, Weiwei ^{[1
]}

机构：

[1] Harbin Engn Univ, Coll Informat & Commun Engn, Harbin 150001, Peoples R China

来源：

WCICA 2006: SIXTH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION, VOLS 1-12, CONFERENCE PROCEEDINGS | 2006年

关键词：

evidence theory; combination rule; evidence conflict; evidence validity; data fusion;

D O I：

暂无

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

According to the insufficiencies existing in the rule of D-S evidence theory, Vager's rule and its modified rules when evidences conflict, this paper presented a new combination rule based on reallocation of the basic probability assigned to conflict. This rule considered the actual background that systems are applied to, and analyzed the validity of evidences according as the extent of conflict by the reliability of evidential sources and support measure of the evidence. Experiments showed that the new combination rule overcomes the insufficiencies and enhances robustness of systems effectively, and the results are constringent on the aspect of rationality.

引用

页码：4264 / +

页数：2

共 9 条

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