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基于置信距离的冲突证据合成方法

潘恺 李辉 邢钢

计算机工程2013,Vol.39Issue(1):290-293,4.
计算机工程2013,Vol.39Issue(1):290-293,4.DOI:10.3969/j.issn.1000-3428.2013.01.064

基于置信距离的冲突证据合成方法

Conflict Evidence Synthesis Method Based on Confidence Distance

潘恺 1李辉 1邢钢1

作者信息

  • 1. 西北工业大学电子信息学院,西安710072
  • 折叠

摘要

Abstract

Because of the uncertain conflicting information confronted by Multi-source information fusion in radar target recognition, a new conflict evidence integration method based on confidence distance is put forward. This new method takes the relevance of evidence into consideration under the premise of not changing the D-S combination rules, by computing the similarity and credibility of the evidence and using the weighted average of the credibility to replace the conflicting evidence, in order to eliminate the conflict evidence and integrate the information. This method is compared with some existing methods through simulation, which indicates that it is an effective method in conflict evidence integration.

关键词

证据理论/信息融合/冲突证据/置信距离/目标识别/组合规则

Key words

evidence theory/ information fusion/ conflict evidence/ confidence distance/ target recognition/ combination rule

分类

信息技术与安全科学

引用本文复制引用

潘恺,李辉,邢钢..基于置信距离的冲突证据合成方法[J].计算机工程,2013,39(1):290-293,4.

基金项目

国家自然科学基金资助项目(61171155) (61171155)

航天科技创新基金资助项目(CASC200902) (CASC200902)

计算机工程

OACSCDCSTPCD

1000-3428

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