Method based on evidence theory for multi-source target recognition

Xin Yu; Chong Zhao Han; Quan Pan; Ming Zhi Xie

Method based on evidence theory for multi-source target recognition

Xin Yu
, Chong Zhao Han
, Quan Pan
, Ming Zhi Xie

自动化学院

Xidian University
Xi'an Jiaotong University
Northwestern Polytechnical University Xian

科研成果: 期刊稿件 › 文章 › 同行评审

9 引用（Scopus）

摘要

The problems of target identification based on multiple and asynchronous information sources are discussed. Dempster-Shafer evidence reasoning is applied to combine different evidences coming from various sensors. Then the new confidence function can be gotten. At the same time, a method of consequent target identification based on the decision from basic belief assignment is put forward. Finally the effectiveness of this method is demonstrated. The results of simulation can prove that the new method is more reliable and accurate.

源语言	英语
页（从-至）	788-790
页数	3
期刊	Xi Tong Gong Cheng Yu Dian Zi Ji Shu/Systems Engineering and Electronics
卷	29
期	5
出版状态	已出版 - 5月 2007

其它文件与链接

链接到 Scopus 的出版物

引用此

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title = "Method based on evidence theory for multi-source target recognition",

abstract = "The problems of target identification based on multiple and asynchronous information sources are discussed. Dempster-Shafer evidence reasoning is applied to combine different evidences coming from various sensors. Then the new confidence function can be gotten. At the same time, a method of consequent target identification based on the decision from basic belief assignment is put forward. Finally the effectiveness of this method is demonstrated. The results of simulation can prove that the new method is more reliable and accurate.",

keywords = "Consequent target identification, Evidence theory, Information fusion, Target recognition",

author = "Xin Yu and Han, \{Chong Zhao\} and Quan Pan and Xie, \{Ming Zhi\}",

year = "2007",

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language = "英语",

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T1 - Method based on evidence theory for multi-source target recognition

AU - Yu, Xin

AU - Han, Chong Zhao

AU - Pan, Quan

AU - Xie, Ming Zhi

PY - 2007/5

Y1 - 2007/5

N2 - The problems of target identification based on multiple and asynchronous information sources are discussed. Dempster-Shafer evidence reasoning is applied to combine different evidences coming from various sensors. Then the new confidence function can be gotten. At the same time, a method of consequent target identification based on the decision from basic belief assignment is put forward. Finally the effectiveness of this method is demonstrated. The results of simulation can prove that the new method is more reliable and accurate.

AB - The problems of target identification based on multiple and asynchronous information sources are discussed. Dempster-Shafer evidence reasoning is applied to combine different evidences coming from various sensors. Then the new confidence function can be gotten. At the same time, a method of consequent target identification based on the decision from basic belief assignment is put forward. Finally the effectiveness of this method is demonstrated. The results of simulation can prove that the new method is more reliable and accurate.

KW - Consequent target identification

KW - Evidence theory

KW - Information fusion

KW - Target recognition

UR - https://www.scopus.com/pages/publications/34347221532

M3 - 文章

AN - SCOPUS:34347221532

SN - 1001-506X

VL - 29

SP - 788

EP - 790

JO - Xi Tong Gong Cheng Yu Dian Zi Ji Shu/Systems Engineering and Electronics

JF - Xi Tong Gong Cheng Yu Dian Zi Ji Shu/Systems Engineering and Electronics

IS - 5

ER -

Method based on evidence theory for multi-source target recognition

摘要

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