Reliability in the Thresholded Dempster-Shafer Algorithm for ESM Data Fusion

被引：0
|
作者：
Hadzagic, Melita [1 ]
St-Hilaire, Marie-Odette [2 ]
Valin, Pierre [3 ]
机构：
[1] Univ Montreal, Ctr Rech Math, 2920 Chemin Tour, Montreal, PQ H3T 1J4, Canada
[2] ODA Technol Inc, Montreal, PQ H3W 2M2, Canada
[3] C2 Decis Support Syst Sect, Def R&D Canada Valcartier, Quebec City, PQ G3J 1X5, Canada
来源：
BELIEF FUNCTIONS: THEORY AND APPLICATIONS | 2012年 / 164卷
关键词：
D O I：
暂无
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
The effectiveness of a multi-source information fusion process for decision making highly depends on the quality of information that is received and processed. This paper proposes methods for incorporating reliability, as one of the attributes of the quality of information, into the Thresholded Dempster-Shafer fusion algorithm for Electronic Support Measure (ESM) data fusion and delivers its quantitative assessment by evaluating statistically the performance of the fusion algorithm. The results suggest that accounting for the reliability of information in the fusion algorithm will lead to an improved decision making.
引用
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页码：267 / +
页数：2
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