Conflicting evidence combination by using uncertainty degree

De Qiang Han; Yong Deng; Chong Zhao Han; Yi Yang; Wen Jiang; Zhi Qiang Hou

Conflicting evidence combination by using uncertainty degree

De Qiang Han, Yong Deng, Chong Zhao Han, Yi Yang, Wen Jiang, Zhi Qiang Hou

School of Electronics and Information

Research output: Contribution to journal › Article › peer-review

31 Scopus citations

Abstract

Dempster-Shafer evidence theory is widely applied to the fields of information fusion. To suppress the counterintuitive results generated in the combination of high conflicting bodies of evidence, a modified evidence combination approach is proposed. Uncertainty degree is used to generate the weights, which are used to modify the bodies of evidence before the combination based on the Dempster's rule. Numerical examples show the efficiency and rationality of the proposed approach.

Original language	English
Pages (from-to)	788-792
Number of pages	5
Journal	Kongzhi Lilun Yu Yingyong/Control Theory and Applications
Volume	28
Issue number	6
State	Published - Jun 2011

Keywords

Conflict
Evidence combination
Evidence theory
Uncertainty degree

Cite this

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abstract = "Dempster-Shafer evidence theory is widely applied to the fields of information fusion. To suppress the counterintuitive results generated in the combination of high conflicting bodies of evidence, a modified evidence combination approach is proposed. Uncertainty degree is used to generate the weights, which are used to modify the bodies of evidence before the combination based on the Dempster's rule. Numerical examples show the efficiency and rationality of the proposed approach.",

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AU - Deng, Yong

AU - Han, Chong Zhao

AU - Yang, Yi

AU - Jiang, Wen

AU - Hou, Zhi Qiang

PY - 2011/6

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AB - Dempster-Shafer evidence theory is widely applied to the fields of information fusion. To suppress the counterintuitive results generated in the combination of high conflicting bodies of evidence, a modified evidence combination approach is proposed. Uncertainty degree is used to generate the weights, which are used to modify the bodies of evidence before the combination based on the Dempster's rule. Numerical examples show the efficiency and rationality of the proposed approach.

KW - Conflict

KW - Evidence combination

KW - Evidence theory

KW - Uncertainty degree

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M3 - 文章

AN - SCOPUS:79961184824

SN - 1000-8152

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JF - Kongzhi Lilun Yu Yingyong/Control Theory and Applications

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Conflicting evidence combination by using uncertainty degree

Abstract

Keywords

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