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Information fusion based on improved D-S evidence theory

  • Northwestern Polytechnical University Xian

科研成果: 书/报告/会议事项章节会议稿件同行评审

4 引用 (Scopus)

摘要

Dempster-Shafer evidence theory is an efficient method to process uncertain, incomplete and vague information in data fusion. Aiming at the failure of conditional D-S evidence theory in dealing with conflicting evidences, an improved D-S combination rule is recommended. The proposed method utilizes the information quantity of evidence and assigns the conflict factor to every focus element based on average support degree. The simulations show that the proposed D-S combination rule can effectively solve thorny problems for conflicting evidences.

源语言英语
主期刊名Information Technology Applications in Industry II
49-52
页数4
DOI
出版状态已出版 - 2013
活动2nd International Conference on Information Technology and Management Innovation, ICITMI 2013 - Zhuhai, 中国
期限: 23 7月 201324 7月 2013

出版系列

姓名Applied Mechanics and Materials
411-414
ISSN(印刷版)1660-9336
ISSN(电子版)1662-7482

会议

会议2nd International Conference on Information Technology and Management Innovation, ICITMI 2013
国家/地区中国
Zhuhai
时期23/07/1324/07/13

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